Pith. sign in

Paper Citation Record · LEDGER

Boosting Monocular Metric Depth Estimation via Bokeh Rendering

As of 8 August 2026, this Paper Citation Record lists 100 of 134 outbound references and 0 inbound Pith citation observations for arXiv:2512.12425.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2512.12425 v2

Coverage vector

measured 100 of 134 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:43:32.770477Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

100 of 134 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved100
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7d186be4-708d-426a-9357-cdaed1cf1250 · outbound

This paper cites Defocus de- blurring using dual-pixel data.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Defocus de- blurring using dual-pixel data

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:19.702950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:19.702950Z digest=sha256:bcc8a0c8c32506aa8ab6fb88e0c4debbb056a51f07332a3e9b8368b63af3dca0

Observation 7ef2ebe4-3e79-491c-9ee0-8a47f0787a76 · outbound

This paper cites Single lens stereo with a plenoptic camera.IEEE transactions on pattern analysis and machine intelligence, 14(2):99–106, 1992.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Single lens stereo with a plenoptic camera.IEEE transactions on pattern analysis and machine intelligence, 14(2):99–106, 1992

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:19.785923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:19.785923Z digest=sha256:5c3b8a95afe2c149f3889c678207e5fe5edd842b6db06369c47bbf9cdcdd3528

Observation 78cea8b6-f371-41c9-8683-9d3fb53927b2 · outbound

This paper cites Fast bilateral-space stereo for synthetic defocus.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Fast bilateral-space stereo for synthetic defocus

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:19.923678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:19.923678Z digest=sha256:d6e45434e17d61d01cd4ba2b8e5e84d66c5308d311d6cfbdd1eee16024931a3e

Observation 4ff94d75-4bcc-454b-bbf7-a9b63cbc28f2 · outbound

This paper cites an unresolved cited work.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:20.125563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:20.125563Z digest=sha256:eab4aabe54660be7de777dd903042a2235c944f9c5eeae7cad4121f1bf8aa96d

Observation 154d6943-2920-4ac1-bb21-5f14544622c0 · outbound

This paper cites Adabins: Depth estimation using adaptive bins.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Adabins: Depth estimation using adaptive bins

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:20.227169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:20.227169Z digest=sha256:e1407270eae15132b00c677732e65f2e4446573832507dd2b436502565bfe79e

Observation a6bca14a-47d0-4f5e-b09a-af504709a496 · outbound

This paper cites ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:20.306496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:20.306496Z digest=sha256:c2b0279c15c625b13b24f689099dd29ee12ae65392c4d3f3e31d13d6b88fd208

Observation 5d7c030e-8da3-47ad-bf2e-d4830e2e3d06 · outbound

This paper cites Role of optics in the accuracy of depth-from-defocus systems.Journal of the Optical Society of America A, 24(4):967–972, 2007.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Role of optics in the accuracy of depth-from-defocus systems.Journal of the Optical Society of America A, 24(4):967–972, 2007

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:20.395688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:20.395688Z digest=sha256:67ff8d836e415684037291ade5447e066cdd6d7a0e1f2fb2ce5e5aada22766eb

Observation 9431d90f-3c79-4ed8-8d34-043ff189cdac · outbound

This paper cites Depth Pro: Sharp Monocular Metric Depth in Less Than a Second.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Depth Pro: Sharp Monocular Metric Depth in Less Than a Second

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:20.500370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:20.500370Z digest=sha256:5b343087f65becd5a4c75c1219f35b786c3a08f887005f74a9dc540d9a911c2c

Observation 4c6ef048-5f4d-41e6-91c4-32b20b830bb7 · outbound

This paper cites Instructpix2pix: Learning to follow image editing instruc- tions.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Instructpix2pix: Learning to follow image editing instruc- tions

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:20.566257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:20.566257Z digest=sha256:9048c94410f5b62e192e52c609f77e03da6749a549e4926569aa702d395b42f2

Observation 502be662-0236-4fcd-a17e-d582db386159 · outbound

This paper cites A naturalistic open source movie for op- tical flow evaluation.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering A naturalistic open source movie for op- tical flow evaluation

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:20.632712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:20.632712Z digest=sha256:24308d225b0fb31eecee386da9bff40c6e78cd1444cbd34b45eb33810dfef434

Observation abd711bd-f38f-47eb-84ab-ecf1e448a1f8 · outbound

This paper cites Virtual KITTI 2.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Virtual KITTI 2

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:20.723425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:20.723425Z digest=sha256:3f4bebb1b8fdb6554e0c5d902c23859390bc9dfa09d8d83ec5181cea3ecf74df

Observation bca9b3f2-fd61-443f-bf11-e7df6e6428c8 · outbound

This paper cites Depth from defocus: a real aperture imaging approach.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Depth from defocus: a real aperture imaging approach

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:20.789373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:20.789373Z digest=sha256:a1d6597fd0536e12e2c69e7e4a086785b2e67e1048e3699fbd42fd5e3ee38615

Observation 9e75b3e9-1a31-4428-a735-3734ca68c94a · outbound

This paper cites PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:20.875326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:20.875326Z digest=sha256:8109a43464c8daba6ec65abaa2441111f866187d5383abb58a682fb9c417b40e

Observation 799f4abf-288c-4562-a79e-018b2b6ea7ef · outbound

This paper cites Pixart-σ: Weak-to-strong training of diffusion transformer for 4k text-to-image generation.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Pixart-σ: Weak-to-strong training of diffusion transformer for 4k text-to-image generation

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:21.051332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:21.051332Z digest=sha256:52b94ea6dd790674c6347ea79779ed118d25e482268ddbbf75439b37d68cde68

Observation dfe1bb25-d976-4c82-8f09-feb9b4a3c3f5 · outbound

This paper cites Vision transformers need registers, 2023.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Vision transformers need registers, 2023

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:21.245519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:21.245519Z digest=sha256:096402b104378f08a9684b31d4d7cc3ddd43715dfbb0f56aaa5b51ae840dc05b

Observation 52d7879a-23e4-44c2-b3b9-abce4cbb18df · outbound

This paper cites Image quality assessment: Unifying structure and texture similarity.IEEE transactions on pattern analysis and ma- chine intelligence, 44(5):2567–2581, 2020.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Image quality assessment: Unifying structure and texture similarity.IEEE transactions on pattern analysis and ma- chine intelligence, 44(5):2567–2581, 2020

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:21.402480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:21.402480Z digest=sha256:87fc1c3bce9dfff0553f1953b694657a8b5eb589efad6fab64212e4e4e6b7d3d

Observation 04c8525a-aa95-49de-ba12-beec2c130013 · outbound

This paper cites Diffusion- depth: Diffusion denoising approach for monocular depth estimation.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Diffusion- depth: Diffusion denoising approach for monocular depth estimation

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:21.492739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:21.492739Z digest=sha256:7054aad21dfa01224d93a9b5e5ff427d034010ede7922375043b7a57eb8a954f

Observation f5a06929-86a4-4a72-8bd0-b591c920bc23 · outbound

This paper cites Feature-wise transformations.Distill, 3(7):e11, 2018.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Feature-wise transformations.Distill, 3(7):e11, 2018

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:21.586921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:21.586921Z digest=sha256:85ec3815af81736ccef85ff2afc72ee11cba491a6dde9423446ee35535e7a01a

Observation bd848da7-2302-4c68-a83a-86826f50996d · outbound

This paper cites Depth map prediction from a single image using a multi-scale deep network.Advances in neural information processing systems, 27, 2014.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Depth map prediction from a single image using a multi-scale deep network.Advances in neural information processing systems, 27, 2014

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:21.707417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:21.707417Z digest=sha256:b696eaef843611c73ac7bb61402bd308500b7b462f793e6d2d00c2a33a452d2d

Observation 3a9707b4-7d37-4b75-889d-f4feaa920f71 · outbound

This paper cites An investigation of methods for determining depth from focus.IEEE Transactions on pattern analysis and machine intelligence, 15(2):97–108,.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering An investigation of methods for determining depth from focus.IEEE Transactions on pattern analysis and machine intelligence, 15(2):97–108,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:21.855818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:21.855818Z digest=sha256:0fababa21b22a55a8f876b7072a17b0439453b92c2ddd7b9ef77dcfc812513ab

Observation f0e5feb3-e818-45c9-ac8b-1753c83f5af5 · outbound

This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Scaling recti- fied flow transformers for high-resolution image synthesis

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:21.997010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:21.997010Z digest=sha256:dd1d4fb75e992c257ee01b01417ef7acdbd5dd29c2915d72ea3e84dc39352273

Observation 0a41b26d-c4dc-4551-94f4-7af77564b4be · outbound

This paper cites Cam- convs: Camera-aware multi-scale convolutions for single- view depth.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Cam- convs: Camera-aware multi-scale convolutions for single- view depth

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:22.210230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:22.210230Z digest=sha256:276d5dc5c1010448d830737eb3cce15b6f637b916f7b9134e2cb4ed281171d36

Observation 26b71bd4-ffe3-4df6-b8e9-bcf74f1531af · outbound

This paper cites A geometric approach to shape from defocus.IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(3):406–417, 2005.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering A geometric approach to shape from defocus.IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(3):406–417, 2005

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:22.344116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:22.344116Z digest=sha256:33c7ad5fecc70b48d83c7bc1623e9e0c276ecfe921d65d135ab4e3f7b9e0a549

Observation 43ca8f0a-b091-42c4-b04b-15f07b964cd8 · outbound

This paper cites Shape from defocus via diffusion.IEEE transac- tions on pattern analysis and machine intelligence, 30(3): 518–531, 2008.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Shape from defocus via diffusion.IEEE transac- tions on pattern analysis and machine intelligence, 30(3): 518–531, 2008

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:22.527493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:22.527493Z digest=sha256:2a99894ef4bd3d352137c3234a060e053539ce459696359fa6d6774bffb70cbd

Observation ed40d61d-2e51-4cfe-a31e-6b450a038c6b · outbound

This paper cites Bokeh Diffusion: Defocus Blur Control in Text-to-Image Diffusion Models.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Bokeh Diffusion: Defocus Blur Control in Text-to-Image Diffusion Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:22.671939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:22.671939Z digest=sha256:045b6d33fa1a8b21f3e74c446febb9c67e5b730b72caa8d794468477fd8ffb72

Observation 23427c68-be4c-414e-9d9d-6b96c8f29311 · outbound

This paper cites Deep ordinal regression network for monocular depth estimation.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Deep ordinal regression network for monocular depth estimation

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:22.860144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:22.860144Z digest=sha256:798ff78fae5bc33192f560291f365059550a64896a89c4460bf525708b0b65e4

Observation c0197702-9186-4f16-8b39-77ad6e7edf34 · outbound

This paper cites Deep depth from focal stack with de- focus model for camera-setting invariance.International Journal of Computer Vision, 132(6):1970–1985, 2024.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Deep depth from focal stack with de- focus model for camera-setting invariance.International Journal of Computer Vision, 132(6):1970–1985, 2024

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:22.952209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:22.952209Z digest=sha256:48cd797a82164f4a2ebe3caa36a5a2725ce2b91a5e98291ea09bf9ecac3ad9b0

Observation 12d364c5-3e50-49bf-802d-36c87300692f · outbound

This paper cites Robust monocular depth 9 estimation under challenging conditions.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Robust monocular depth 9 estimation under challenging conditions

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:23.032071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:23.032071Z digest=sha256:4b6e9bba4db77fe548532613cf515bed1f93a31eb7d678299ece2b406b3b8e73

Observation be6c9d18-9f15-48ef-96b8-d657777608fb · outbound

This paper cites Are we ready for autonomous driving? the kitti vision benchmark suite.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Are we ready for autonomous driving? the kitti vision benchmark suite

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:23.183642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:23.183642Z digest=sha256:5468edb357c20ee1d39edef99ff2d17a2ff8ddb7ecfc3b4087c2179fb82a733c

Observation f290eb38-6b69-4191-ace8-3386c63ea1c1 · outbound

This paper cites Pearson ed- ucation india, 2009.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Pearson ed- ucation india, 2009

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:23.330373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:23.330373Z digest=sha256:9222e05ad359841b9a4e82738d6bbe38f2e18335961efc274dc229f85e7a8dc6

Observation 4d3a4c38-5a23-46ea-98b4-dce3a3d91523 · outbound

This paper cites Depth any camera: Zero-shot met- ric depth estimation from any camera.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Depth any camera: Zero-shot met- ric depth estimation from any camera

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:23.450282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:23.450282Z digest=sha256:76b258086784a4069f0c92fb577f27b96206c41f07f014b334906967723f0577

Observation 165bc42f-98c9-4b1e-bd64-8db1db101e59 · outbound

This paper cites Deep depth from focus.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Deep depth from focus

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:23.499550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:23.499550Z digest=sha256:929fb783dfac4b423d55272ae575c875d2ca32fdf84152abffca3771e3c91ccb

Observation c119d350-4ab7-49c5-b795-b48f95b779fa · outbound

This paper cites Denoising dif- fusion probabilistic models.Advances in neural informa- tion processing systems, 33:6840–6851, 2020.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Denoising dif- fusion probabilistic models.Advances in neural informa- tion processing systems, 33:6840–6851, 2020

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:23.625960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:23.625960Z digest=sha256:ec81136fd1f8c96ee631a30350f0613037f0b0f6042e1b2570e9397794c71371

Observation 6ab88e2f-4818-46b8-82bc-3859ed4e3b27 · outbound

This paper cites an unresolved cited work.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:23.768835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:23.768835Z digest=sha256:cd726b511b3d0824618cb58dead722a93f3d6d7c24d76ea570b94deeda21b0e8

Observation e1549b6b-de0b-4e43-87d6-b9a54022e9ec · outbound

This paper cites an unresolved cited work.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:23.854731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:23.854731Z digest=sha256:60fb72429155272c81d9f8f409c7242b75e5d774af57188d39de4b7c52ce95b1

Observation 803b7ff9-037a-4c13-ac8b-5d195f11934f · outbound

This paper cites Attention in Diffusion Model: A Survey.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Attention in Diffusion Model: A Survey

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:24.010101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:24.010101Z digest=sha256:9687880ca70c82056b3393fd08f2087926029dc6f7fc3c26da09de621ae09e5c

Observation aa2d0f56-f0d4-42b9-b85d-76ab3987736e · outbound

This paper cites A systematic review of monocular depth es- timation for autonomous driving: Methods and dataset benchmarking.Results in Engineering, page 105359, 2025.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering A systematic review of monocular depth es- timation for autonomous driving: Methods and dataset benchmarking.Results in Engineering, page 105359, 2025

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:24.142070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:24.142070Z digest=sha256:80451fa1ba14e470d9f3363114ddcc8e06dbcf6ec065457cef22cc10835d3f31

Observation 156acd8f-7796-4c99-9383-9d87012a90e6 · outbound

This paper cites Render- ing natural camera bokeh effect with deep learning.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Render- ing natural camera bokeh effect with deep learning

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:24.264578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:24.264578Z digest=sha256:98b7cce90e38adacdfff747966fed7d4a01e81518aafb086b9308428005fef28

Observation aed1f7b4-5eb9-45ae-bbcd-50528c002f3b · outbound

This paper cites Depth from defo- cus with learned optics for imaging and occlusion-aware depth estimation.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Depth from defo- cus with learned optics for imaging and occlusion-aware depth estimation

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:24.396205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:24.396205Z digest=sha256:617872268db4ca0ca90c87b4c9baf988ee24d559fa198ebac43f8b8bbb630bb1

Observation 11fa3aa9-2381-4635-a70b-f4eb4c483486 · outbound

This paper cites A variational approach to shape from defocus.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering A variational approach to shape from defocus

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:24.527753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:24.527753Z digest=sha256:e6fb8ccc2de8fc3c6f26262656a2cdc714552015ee3dd95cad4fdad781574e95

Observation f89bfcb6-6c33-47ae-a077-ccfaf07f88bc · outbound

This paper cites V o, Patrick Labatut, and Piotr Bo- janowski.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering V o, Patrick Labatut, and Piotr Bo- janowski

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:24.736230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:24.736230Z digest=sha256:e4b793e30051f0e66482a833c509147ef4bdb879b9e2d06ae351d9cfdf093345

Observation 1bc6a51c-47b4-421c-898f-54b88ec55d71 · outbound

This paper cites Is my Depth Ground-Truth Good Enough? HAMMER -- Highly Accurate Multi-Modal Dataset for DEnse 3D Scene Regression.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Is my Depth Ground-Truth Good Enough? HAMMER -- Highly Accurate Multi-Modal Dataset for DEnse 3D Scene Regression

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:25.001549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:25.001549Z digest=sha256:999ade97cc70973dd4bdaf9cd2fd5eebf4d56a08176267578208d38800252140

Observation 4a25c99f-39cc-49c2-8d26-20e26339ec59 · outbound

This paper cites Re- purposing diffusion-based image generators for monocular depth estimation.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Re- purposing diffusion-based image generators for monocular depth estimation

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:25.128692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:25.128692Z digest=sha256:a50d19152f9eb18467da4ca64085220eaccd78d4e7eda5075c502a8e09dce9a7

Observation 1cd1c3c1-b5cc-49cb-9f49-4404350835ba · outbound

This paper cites Evaluation of cnn-based single-image depth estimation methods.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Evaluation of cnn-based single-image depth estimation methods

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:25.267228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:25.267228Z digest=sha256:68dcca8a9a95f73648e2c853f17ceedd2ead4330e8aa9a0fb0a2ea4b4cc8c35c

Observation bdd3c9fe-9b8b-44ab-afd4-9415cb5f2eb3 · outbound

This paper cites Depth-of-field render- ing by pyramidal image processing.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Depth-of-field render- ing by pyramidal image processing

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:25.394751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:25.394751Z digest=sha256:e3499e8cb6b5de62a52471a67c0b06bfd5c9957c5d8f895f4a1b472d9a7344ab

Observation 7e42283d-46c6-4f90-8d59-d5c81d19db28 · outbound

This paper cites Basic methods for image restoration and identification.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Basic methods for image restoration and identification

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:25.591722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:25.591722Z digest=sha256:2977649aed85e44b790c283fa74a4fa2da81e3ce6fe94316df70de1b87a0f59f

Observation d4ffa5a1-4998-42fe-a892-c0c4e8a62068 · outbound

This paper cites Iterative filter adaptive network for single image defocus deblurring.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Iterative filter adaptive network for single image defocus deblurring

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:25.722120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:25.722120Z digest=sha256:479899813a1f4c66a8c26c33f417e73e9812d35d259de4d27dc01d4f6a5f852d

Observation 80c3e454-5be0-46eb-bfc3-c75c80588f88 · outbound

This paper cites Real-time depth-of-field rendering using point splat- ting on per-pixel layers.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Real-time depth-of-field rendering using point splat- ting on per-pixel layers

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:25.846330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:25.846330Z digest=sha256:63dd1312ca8280203426da678953903cf42e32b7d3deab2113dbedbf34d7b394

Observation 599007b5-5eff-47ac-ab81-5b379ceb91b6 · outbound

This paper cites Real-time lens blur effects and focus control.ACM Trans- actions on Graphics (TOG), 29(4):1–7, 2010.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Real-time lens blur effects and focus control.ACM Trans- actions on Graphics (TOG), 29(4):1–7, 2010

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:26.041478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:26.041478Z digest=sha256:8a2eef34bd6e7aeda3c458442af10a66f3497c095c19b3981243d9213cccd3b4

Observation 3aa39b42-5e47-4c82-99a8-9e601169e51a · outbound

This paper cites Megadepth: Learning single-view depth prediction from internet photos.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Megadepth: Learning single-view depth prediction from internet photos

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:26.170824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:26.170824Z digest=sha256:ad4584d5d2750c79b3561f126cd64c170d55a7dd8c5afb456ff1972884113b9a

Observation b4cf75e8-f3f7-4d24-95d0-608b290f2bf8 · outbound

This paper cites Patch- fusion: An end-to-end tile-based framework for high- resolution monocular metric depth estimation.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Patch- fusion: An end-to-end tile-based framework for high- resolution monocular metric depth estimation

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:26.304106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:26.304106Z digest=sha256:68a44711738b4573330b9e35e70e34eabe4fcedb248cd40f37fe25cc45bb2d0c

Observation 53cef9eb-a739-4a71-ab27-dff1b09ced7c · outbound

This paper cites BenchDepth: Are We on the Right Way to Evaluate Depth Foundation Models?.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering BenchDepth: Are We on the Right Way to Evaluate Depth Foundation Models?

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:26.435628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:26.435628Z digest=sha256:444c89a75c0aa7c4e839099e361d32d65f1262157bc14b51eae7bed231138f4e

Observation 3ba5365e-c3c2-4c14-b54d-c976b5b14645 · outbound

This paper cites Real-time high-resolution background mat- 10 ting.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Real-time high-resolution background mat- 10 ting

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:26.582939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:26.582939Z digest=sha256:b8db4b40c07d25aa293e48e0c3ce717801ec3886ade77a2ddb78ac61fd2909d1

Observation a9f90f1b-1cdb-4ce4-b5bb-782efc3f239c · outbound

This paper cites Flow Matching for Generative Modeling.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Flow Matching for Generative Modeling

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:26.749667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:26.749667Z digest=sha256:8a7c6c8362732c150dfa5c056f2981e890e4b3dcd122e54efaa90892c9187ee9

Observation ff0db16a-9b24-43c6-91cb-87b35340006f · outbound

This paper cites Towards understanding cross and self-attention in stable diffusion for text-guided image editing.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Towards understanding cross and self-attention in stable diffusion for text-guided image editing

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:26.840559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:26.840559Z digest=sha256:3ee492b7f8d820c82379a097d91340c4fe3352d6088883b28718e964d960d1d1

Observation 20e76ddb-b49b-4f4f-82a6-ccd06ede9260 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:26.960683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:26.960683Z digest=sha256:c2158d2a902b05e4f181113c394b901a5ca701d87c4121010f766e2a3a23e203

Observation b2c4e7d3-d49b-4459-800e-0ecdc3ee8643 · outbound

This paper cites Defocus to focus: Photo-realistic bokeh rendering by fusing defocus and radiance priors.Information Fusion, 89: 320–335, 2023.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Defocus to focus: Photo-realistic bokeh rendering by fusing defocus and radiance priors.Information Fusion, 89: 320–335, 2023

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:27.097285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:27.097285Z digest=sha256:90e21558f896ad191b2359cadc7d7398d376ab41c2e1bc9d2f6cab473bbd7088

Observation 630b5b0f-fc98-4b4f-999f-9f786514cbec · outbound

This paper cites Neural bokeh: Learning lens blur for computational videography and out-of-focus mixed reality.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Neural bokeh: Learning lens blur for computational videography and out-of-focus mixed reality

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:27.237912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:27.237912Z digest=sha256:ea8c8779daf9d0bd26e82752f9f24eca09c5c58db9218fd3f225d1b819b305ca

Observation 3a3dd0e4-c1f8-4541-82cb-4d128e5a492e · outbound

This paper cites Fo- cus on defocus: bridging the synthetic to real domain gap for depth estimation.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Fo- cus on defocus: bridging the synthetic to real domain gap for depth estimation

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:27.329186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:27.329186Z digest=sha256:0fa4fcaea281c45ce65a018aed173040f48b3d3c44bca7e5d99dcd2feb1dc672

Observation 6fca0306-3ef4-40c5-9d43-13c52b8473f1 · outbound

This paper cites SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:27.435235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:27.435235Z digest=sha256:2c6f0a01a043d19f50ddce089968f458ab4a8dd8bbf0c448ee49c12e005180e3

Observation 49af596c-5c6b-4842-aaeb-c241793c3dd8 · outbound

This paper cites Real-time focus range sensor.IEEE Transactions on Pat- tern Analysis and Machine Intelligence, 18(12):1186–1198,.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Real-time focus range sensor.IEEE Transactions on Pat- tern Analysis and Machine Intelligence, 18(12):1186–1198,

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:27.523909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:27.523909Z digest=sha256:704724fc140ab82e510796d97a279f2ca99c0c2ca3b8c5732ebc785aab24ccac

Observation 6fe98127-fc5d-4ba0-8a1d-2b032760cedd · outbound

This paper cites The fourth monocular depth estimation challenge.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering The fourth monocular depth estimation challenge

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:27.684058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:27.684058Z digest=sha256:ba8512ae1f7020a3e14f938f133a8002d60f50b24b2dd448c8a17b24a8e9c44c

Observation 44ba004d-565d-474d-b856-d30117870012 · outbound

This paper cites an unresolved cited work.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:27.832153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:27.832153Z digest=sha256:443196e0f0df75be22b5fe456ada20a1e9e8cea302546b09299683a2c7d2f576

Observation 1b41ef8c-9990-42be-b6d8-e2a011031ffd · outbound

This paper cites In- teractive portrait bokeh rendering system.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering In- teractive portrait bokeh rendering system

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:28.008837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:28.008837Z digest=sha256:80af133dc47916bce25f861168d19e8ea22f733b22ad19412d49fdbd3cf14f39

Observation 22e6ef3d-5bb3-4039-85db-07ce8a067a91 · outbound

This paper cites Bokehme: When neural rendering meets classical rendering.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Bokehme: When neural rendering meets classical rendering

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:28.130649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:28.130649Z digest=sha256:dcdf6a6f7e5aa5b8d1fdf372c94ae02fbc7923d1c7c2e9b90098af9c52fee62b

Observation 5bb958ef-7e96-46f6-aa05-fda01dd12077 · outbound

This paper cites Mpib: An mpi-based bokeh ren- dering framework for realistic partial occlusion effects.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Mpib: An mpi-based bokeh ren- dering framework for realistic partial occlusion effects

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:28.265168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:28.265168Z digest=sha256:836d494e8809c31c446856f28b6d7a9fb358e1cea5b4ee434914f526df6230c9

Observation fa342f97-dd07-4674-9980-bc5c64422139 · outbound

This paper cites Se- lective bokeh effect transformation.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Se- lective bokeh effect transformation

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:28.429936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:28.429936Z digest=sha256:1d168c095b4eeb1ccec69d9beed37bdf11eff4089c3bfdf70082c2da184819cb

Observation 83f3aa76-2267-4aa3-96cc-f915055df5cf · outbound

This paper cites A new sense for depth of field.IEEE transactions on pattern analysis and machine intelligence, 11(4):523–531, 1987.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering A new sense for depth of field.IEEE transactions on pattern analysis and machine intelligence, 11(4):523–531, 1987

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:28.592095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:28.592095Z digest=sha256:862cb220d4f7645b95811df4ecab408f14cd2280c5e29ccadfdcaaf43f90f7a5

Observation 3821bffb-6c65-4480-8c53-5533ba18c56b · outbound

This paper cites Film: Visual reasoning with a general conditioning layer.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Film: Visual reasoning with a general conditioning layer

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:28.720722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:28.720722Z digest=sha256:eb5f681bdb71d4895ef1fe155a6cafe91c9cc009c671148c622c887effc46a08

Observation e2f430cd-b9c5-421d-96a3-4e9871dc7e76 · outbound

This paper cites Introducing more physics into varia- tional depth–from–defocus.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Introducing more physics into varia- tional depth–from–defocus

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:28.918194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:28.918194Z digest=sha256:4114f97e76882741d37ec76d17835b13e54987536b6b0a08ef59a9aac87779f7

Observation 3a69dba7-439c-4690-a7a2-be38e4e4df0f · outbound

This paper cites Sharpdepth: Sharpen- ing metric depth predictions using diffusion distillation.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Sharpdepth: Sharpen- ing metric depth predictions using diffusion distillation

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:29.085402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:29.085402Z digest=sha256:853b032ddb4f6d5709e0bc1b5e616c8585f1346db65559800087ab6e261b4a21

Observation 0bd99c1c-09a1-4313-ae20-b8e5112243cb · outbound

This paper cites idisc: Internal discretization for monocular depth estimation.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering idisc: Internal discretization for monocular depth estimation

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:29.218284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:29.218284Z digest=sha256:1110faf963748f0dc15b3157317aa06cefe4a990f811491df02779ddc6dc1487

Observation d76851af-4320-4f85-8092-fb8ef1199724 · outbound

This paper cites Unidepth: Universal monocular metric depth estimation.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Unidepth: Universal monocular metric depth estimation

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:29.378184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:29.378184Z digest=sha256:c3c626d7ce3b72803d9ccf727733b74c8b4accb17f44042919f70b9eb386a0df

Observation 51e1dc52-bc93-46f3-b5cd-500f3a1bdaf8 · outbound

This paper cites UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:29.521204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:29.521204Z digest=sha256:fe66697f6c1fd453ddf212bc6e34ee81220a330c6e2c1dd3771a9224ac19a384

Observation c01f9135-21ec-4bec-b4c5-e0b73448755a · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:29.633278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:29.633278Z digest=sha256:3df887a6e5c6dff57059bc1707ec922efd2f83277ff364c086c992cedfaf2e3b

Observation 1c854c62-b7c2-44b9-bae1-dadeda601125 · outbound

This paper cites A lens and aperture camera model for synthetic image generation.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering A lens and aperture camera model for synthetic image generation

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:29.727100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:29.727100Z digest=sha256:e5a8dee0ce09e1e5593f42d04223b308744ffae2103eaab4cf76a4250bbd21d4

Observation a735888e-4cff-4b85-a84f-179d171942e6 · outbound

This paper cites Bggan: Bokeh- glass generative adversarial network for rendering realistic 11 bokeh.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Bggan: Bokeh- glass generative adversarial network for rendering realistic 11 bokeh

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:29.907193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:29.907193Z digest=sha256:9de6ef7d566448182f4ef4df1db95f6ad33ed3d079256b8aff74663068c72260

Observation 639513db-7f9d-489c-b263-7d51d6de89b4 · outbound

This paper cites Camedit: Continuous camera parameter control for photorealistic image editing.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Camedit: Continuous camera parameter control for photorealistic image editing

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:29.960534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:29.960534Z digest=sha256:2f1b5909cd8f31ca638eada7fd08a76b7303e145bb4d52e7b0557e7f1d50d258

Observation 2a004bf6-2756-4b98-bc06-b07b6b0230a0 · outbound

This paper cites A variational approach to recovering depth from defocused images.IEEE transactions on pattern analysis and machine intelligence, 19(10):1158–1164, 2002.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering A variational approach to recovering depth from defocused images.IEEE transactions on pattern analysis and machine intelligence, 19(10):1158–1164, 2002

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:30.060253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:30.060253Z digest=sha256:60fe46b412bf5bf8574f85bdb89111ca582998413e558629e7f251ed98816077

Observation 96ca1a42-9774-447a-8f56-cec70e0aee8f · outbound

This paper cites an unresolved cited work.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Unresolved cited work

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:30.242589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:30.242589Z digest=sha256:4375358ca90f33a67fafaf4741d95a513fb548957f3334dcdfba297b5cd72c5f

Observation c9cfd916-8674-43ba-879a-7e411f0791bb · outbound

This paper cites Vi- sion transformers for dense prediction.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Vi- sion transformers for dense prediction

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:30.422659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:30.422659Z digest=sha256:1644694988eea83c4349539924fed3d4e63dac0b0d11b974916c5cdfeecd28a5

Observation 77512f24-d70c-4c67-a83a-f5de7b24f563 · outbound

This paper cites Hypersim: A photorealistic synthetic dataset for holistic indoor scene understanding.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Hypersim: A photorealistic synthetic dataset for holistic indoor scene understanding

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:30.542023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:30.542023Z digest=sha256:fc6c6609b397d8645b3fb06a54caabdf22ac3db7ada66ed161f0bed88838d3d9

Observation 00e2864d-521f-4aa6-9cad-b2d689a8ac3c · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering High-resolution image synthesis with latent diffusion models

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:30.652846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:30.652846Z digest=sha256:fd73b6f5afc50d20c1cbb61530b1469a823589c5678bc46ddd5ab69479197249

Observation a164c4ac-c6a6-48f2-870a-0fb0aff5e339 · outbound

This paper cites Make3d: Learning 3d scene structure from a single still image.IEEE transactions on pattern analysis and machine intelligence, 31(5):824–840, 2008.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Make3d: Learning 3d scene structure from a single still image.IEEE transactions on pattern analysis and machine intelligence, 31(5):824–840, 2008

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:30.778228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:30.778228Z digest=sha256:e1ac59cbd399b48f7eb8711c508a36312888acc00be7b6288fb3962f266712ef

Observation 7650318c-49d0-4016-bcfb-09cad8642f78 · outbound

This paper cites High-resolution stereo datasets with subpixel-accurate ground truth.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering High-resolution stereo datasets with subpixel-accurate ground truth

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:30.869573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:30.869573Z digest=sha256:432d7a2e1189fab8c9db6cce5760f8db90bab53f45a23a1eb4aa12e66f9b0175

Observation 7c0f1d6c-c40c-43f7-8c1d-4c6a406d7567 · outbound

This paper cites Depth from defocus vs.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Depth from defocus vs

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:30.952592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:30.952592Z digest=sha256:c872b75647572649e50804fffc23c6f58508b0dba8368659c89e8ec4d0337cca

Observation c137e6cb-e28d-43a5-b3e6-f3d707bdfeee · outbound

This paper cites A multi-view stereo benchmark with high- resolution images and multi-camera videos.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering A multi-view stereo benchmark with high- resolution images and multi-camera videos

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:31.038465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:31.038465Z digest=sha256:a56e621a66069ed53c60b5f2907bf41f46ebeeeac593c862bf56cad4a7c36e86

Observation 63e9acc6-f87e-44d0-9cb9-d0b6d57dbe5f · outbound

This paper cites Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:31.110351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:31.110351Z digest=sha256:31e5851b3a321395d8b3b184f4fc4aed2c9bb672a716155e3ae51d1d94b1ee9d

Observation 86f7ce79-ae64-45e3-9d33-39521dd14260 · outbound

This paper cites an unresolved cited work.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Unresolved cited work

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:31.188016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:31.188016Z digest=sha256:4ed41e375c1a668f174a47bfd5942a80e521610e59907cfb459f38dda243ea9e

Observation 6df38f77-d251-49b5-b5d6-b5f197f9eb01 · outbound

This paper cites Fully self- supervised depth estimation from defocus clue.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Fully self- supervised depth estimation from defocus clue

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:31.419188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:31.419188Z digest=sha256:b69b6d7da797d7cfe3d4119d2c022fecd8119d832fc2564cc34657e337f23e58

Observation 68d2490b-8696-458b-8d81-9d90d37c061c · outbound

This paper cites Indoor segmentation and support inference from rgbd images.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Indoor segmentation and support inference from rgbd images

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:31.535716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:31.535716Z digest=sha256:180454a0c7d4346aebc0c1277cdd5c68948f5c6d47a70bd82d8210a575483d9d

Observation 4d93a131-d528-4a1d-a37b-48d735047129 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Deep unsupervised learning using nonequilibrium thermodynamics

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:31.665415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:31.665415Z digest=sha256:f26a05ba410b5afbd1e077da2b274c534fb462384d82d1839efb8e6fcfaf9b3e

Observation 9c9353dd-a5e7-41b5-bca3-82b86bf94e75 · outbound

This paper cites Visual reasoning with multi-hop feature modulation.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Visual reasoning with multi-hop feature modulation

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:31.776164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:31.776164Z digest=sha256:0eafd24137cf8483e2627a305ded3abbec4c533cd1adc5d4660d5e08c74c7854

Observation 5f7cdb97-7e10-4407-ae2e-178be8544e91 · outbound

This paper cites Roformer: Enhanced transformer with rotary position embedding.Neurocomputing, 568: 127063, 2024.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Roformer: Enhanced transformer with rotary position embedding.Neurocomputing, 568: 127063, 2024

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:31.932420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:31.932420Z digest=sha256:0abc5387d1a7839f64ff5ef7a02925c3abb4b3a3968a42b505091b75d71aa804

Observation 94196659-0c6d-490d-8a35-10627ca3080b · outbound

This paper cites Depth from defocus: A spatial domain approach.International Journal of computer vision, 13(3):271–294, 1994.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Depth from defocus: A spatial domain approach.International Journal of computer vision, 13(3):271–294, 1994

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:32.077241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:32.077241Z digest=sha256:e5f2c4a54806fc40f1f9f41a68128c728829f367e2d014d863d0d10234f0c7db

Observation fc5572d8-6f1c-465c-b4b2-833f5c2f78f0 · outbound

This paper cites Depth from focus with your mobile phone.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Depth from focus with your mobile phone

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:32.194141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:32.194141Z digest=sha256:a3b2f8b30fdd614746df69486d44707f8957c0f3d4e09811fc092df8ece36723

Observation f4928b50-f262-40fa-afb0-831c72b23f52 · outbound

This paper cites Depth from defocus in the wild.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Depth from defocus in the wild

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:32.312507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:32.312507Z digest=sha256:f93ba0766965ec6a56a2c88ad87602da32c10138e06557cfeba708329d68fbf3

Observation 5ee7f1aa-1ce5-4b5a-9e58-05b029c49364 · outbound

This paper cites Layered light field reconstruction for de- focus blur.ACM Transactions on Graphics (TOG), 34(2): 1–12, 2015.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Layered light field reconstruction for de- focus blur.ACM Transactions on Graphics (TOG), 34(2): 1–12, 2015

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:32.431764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:32.431764Z digest=sha256:79d1e72716b572e1886037ae8b9269450b8ed79d3b1408f729a982a20fba8fed

Observation d42cf81e-dbf4-4fc3-8a15-2cc01b02ef1c · outbound

This paper cites Attention is all you need.Advances in neural information processing systems, 30, 2017.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Attention is all you need.Advances in neural information processing systems, 30, 2017

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:32.590710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:32.590710Z digest=sha256:74856507be6c1f57b9041f9092440b3e8ca8009d5cbb288649f025d612a843e8

Observation 2f531b32-551d-42e4-bae0-86ebaf748257 · outbound

This paper cites Synthetic depth-of-field with a single-camera mobile phone.ACM Transactions on Graphics (ToG), 37(4):1–13,.

Boosting Monocular Metric Depth Estimation via Bokeh Rendering Synthetic depth-of-field with a single-camera mobile phone.ACM Transactions on Graphics (ToG), 37(4):1–13,

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-03T16:43:32.770477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:43:32.770477Z digest=sha256:7d6e575a3b9015f43c16a299933821aeff60a116166277329af5a2382219188b

Pith citing papers

No inbound Pith citation observations are available.