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Paper Citation Record · LEDGER

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments

As of 10 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2507.18243.

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

pith.paper-citation-record.v1
2507.18243 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:44:24.689109Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

56 of 56 outbound references displayed

  • verified exact2
  • verified fuzzy1
  • unresolved53
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 73347317-80e2-47fd-b131-457f4ac88f46 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.175762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.544278Z digest=sha256:420ea67f2536b8f7bca14150b1bdc7888b63aeb7d0ce35070b6d148ab0a32654

Observation d48289a5-6a7c-46c4-803c-462a4ce5110f · outbound

This paper cites Exploring Visual Prompts for Adapting Large-Scale Models.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Exploring Visual Prompts for Adapting Large-Scale Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:24.547505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:24.547505Z digest=sha256:0586e88f1ce908d858784534b0db2445ffb46826e804cd76ec050d70ada03f48

Observation bae6d04b-88de-4464-81ab-2524831951b9 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:24.550722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:24.550722Z digest=sha256:3ee3a67737c2751e8aba336ef5ca0b4476461104666aa2daa66275a4e156bed1

Observation 61467b82-d68c-4d78-a111-e7681cf76543 · outbound

This paper cites Virtual KITTI 2.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Virtual KITTI 2

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:24.556523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:24.556523Z digest=sha256:c42f4393734083c5bfe13ffaac9a3af70211ed8a8cad735c39355f079789b007

Observation 063e6692-3d9c-48c9-a98a-3129dafc9170 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.161000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.559392Z digest=sha256:2ede9f973f8f5558ede3c6fd65f91a704f0a7a8f9795f71921d03352d6bf53da

Observation 5a943d1c-7507-40b5-a8eb-40f4f68c9efd · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.151865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.562158Z digest=sha256:70d66a8a3dd62d714c28aadcdb8943362cfc94343062ab8ad47229fc436c3b08

Observation a5773673-1847-4921-ad7e-6e2ea058d030 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.142736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.565028Z digest=sha256:04e55bd3c0b7a4cb5aff59ed96058f2eea148fd0684913e9bcf9a461ac1e6e9f

Observation 711b325c-952a-4010-a5c7-baf4c994e421 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.134492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.567602Z digest=sha256:85ea80df2f05f9eb3b77156c6605302f9f46a9c5b3a330c422c41dddf2b8c60f

Observation b94e1539-d972-4b45-b1d1-23cba340c13f · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:24.572699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:24.572699Z digest=sha256:9d6f072b7b3d82261b352e96cf70efe5a2b22a1f5fbfc00c5bcf1ed077381eff

Observation 1294f2ad-ddf2-427e-8caa-85008183a972 · outbound

This paper cites Generative Models: What Do They Know? Do They Know Things? Let's Find Out!.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Generative Models: What Do They Know? Do They Know Things? Let's Find Out!

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:24.575482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:24.575482Z digest=sha256:0a36e7764ddf2573f659743c107c85e824266b2e5b881ab1355f0aba5fabb8bc

Observation 590e7bf0-f46e-4f42-9801-82045abd86a3 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.117776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 33bd3dc3-db4b-4d5c-b92c-32cc36805baa · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.109375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.580956Z digest=sha256:c114d3949508464427490613fda176b4e85e586a1df9746ad37682f525798cce

Observation 0517fac5-a24c-4307-afd1-93d0426e1f36 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:24.583402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:24.583402Z digest=sha256:95060bfe1fe3515187c0c43eeb032f461b934945efdc1d37553d2e5456b00315

Observation bd9e56f9-7db6-4961-ac4c-1fa551a079c5 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:24.585784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:24.585784Z digest=sha256:08e70d1ec39e5a0f425ac2246535d5da7bbc8e64c44174a132410c3d6a9eb594

Observation 71abf600-c54c-4b5b-9845-2d09b6e57af8 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.089604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.588281Z digest=sha256:d114562a1cf3124502528bd880d0983648066260283beb4822fb27469abed59f

Observation d43c8291-71ad-4e4b-9c0d-e53518d26fe5 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments LoRA: Low-Rank Adaptation of Large Language Models

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:24.590847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:24.590847Z digest=sha256:1cc8f1cdc88923d6da24bde68822d9ac9fe696d033f3c457897e6ce9268828c4

Observation 6a6777bf-32ad-41ce-a3a7-46cae07ad008 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.080185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.593539Z digest=sha256:ef41f6931f3c8f474469da3aa5bade4bdee8de0eef080cccdf98107082b6be7d

Observation 09a986e7-b111-41cc-bd16-616140c8710a · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.071517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.596149Z digest=sha256:004443209541ffa4e7c7dfb890fda681f56d6e7bd39b3d2cb3ad01dc3743899a

Observation 73c3c4c4-9fd9-41ff-bd37-f51495186df6 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.063473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.598744Z digest=sha256:f14ca578913037f79cf9b569810ebb69b7d6e162ca1b1513f501609b2dcaf774

Observation a9b64ae4-f2f4-4a77-9387-a195c8e8de15 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.055280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.601581Z digest=sha256:7253c5760ccb65ee08affb69a027d07ee534b430103a52a4a5245a3c375adb25

Observation 04ea04fe-2ff2-4a75-b2fc-0f1c9c937638 · outbound

This paper cites VGNC: Reducing the Overfitting of Sparse-view 3DGS via Validation-guided Gaussian Number Control.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments VGNC: Reducing the Overfitting of Sparse-view 3DGS via Validation-guided Gaussian Number Control

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:44:24.750398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.604057Z digest=sha256:5b68424b277d5030245efdb1c781efe38f1475dd49595dd54567007ed9b6ddf3

Observation 94209eac-89af-4561-9c5d-55c24f3721cb · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.046076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 1c3c966b-9325-4c96-bb7d-3bfbf9d35a8a · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.037692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.609298Z digest=sha256:bd5bbf6cde515a2f6b7a02f93dd10223609f189a48e78ed07b282db418e51057

Observation 602ec0ab-b6eb-4425-9a32-6128a08debde · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.029949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.611993Z digest=sha256:25477b4f00223026abb5bd8a987055be0b2174931edf888fe401a95fe9bdee37

Observation a9ca50b0-cc36-44a0-a584-514ba08930ac · outbound

This paper cites ThermalGaussian: Thermal 3D Gaussian Splatting.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments ThermalGaussian: Thermal 3D Gaussian Splatting

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:24.614675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:24.614675Z digest=sha256:a10c6a69b93aa9753a61163a43b896e975957256535a2d62069414a72756ede7

Observation 2ed1fa1e-b758-4f8b-9647-95b98c911b65 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.021465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.617572Z digest=sha256:7b4803aeaa0b3e91a36b9c11ca3d926e63bae5a448d1deb01dfaa99f6dab8623

Observation 243b9b46-3a95-41dc-b7b7-483336e16062 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.012370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 58bc9975-85f8-473f-b2bb-05f978afe1cc · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:25.003079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 4ba61e5e-723a-475e-9606-5668c2b0e506 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.994509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.624808Z digest=sha256:12c2432ae284c85219a8a6b5e3fb1cc92fadc6f8bbcd988cb2085f11084177e2

Observation 2acdf2b8-ac61-4e6f-ad64-1d2bca8a214d · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.985830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 8468f7e8-b619-4742-a7b1-19a0d09c9760 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.977235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.629995Z digest=sha256:a18c3775234dbc0dffb617f26ea39e11c7b3157df442eaf51858515c9df965b6

Observation 5cf99c71-24c8-460c-a97e-3e57e3e82532 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:24.632599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:24.632599Z digest=sha256:fdd4905e9b2a1831ecfaf550bbdddd10878c3d7e47e840234083ea6c9426ba6c

Observation aed60da3-04ff-4776-94d8-fd393a6ff4d1 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.963450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.634921Z digest=sha256:5bcd9f524f1f120323bb14a9344c1470e6a406c01fb9e218eb92f73a7f04065a

Observation a7d4ec42-e197-498f-b011-4808cd347265 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.955591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.637615Z digest=sha256:08b2001464e4ffd13766553c702525502c3677324e090420a61f2202d3f7e3b5

Observation b7cce654-dd31-439c-aa56-170399a288f8 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.947592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.640149Z digest=sha256:8040188d3ebfbdc9f69daa381841276d9c3e042ed37583a4f1c2f250a8b24529

Observation 0cb929f7-b72d-4877-bae2-f9da69fca5d7 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.939259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.642661Z digest=sha256:9fd9e43e760c6dbb42806de2728054d2764f0720b8ee4555efb93b1f71401246

Observation 4ccdd73a-dca1-40e5-ad2c-3c3c02847cff · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.930362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.645282Z digest=sha256:125927ac0b32d5b94f00dcb282ed4dc01d573541e8bdbde987b4c1a0f3be3702

Observation 944ddbbd-ab7c-4566-981d-73852c246b07 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.922142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.647933Z digest=sha256:19f592bece1503f0d131373cf944d5af92e888b4ab043d7323edf8b731d3c82e

Observation 5797b297-12f5-4dd9-9bbc-f653bc4eaec1 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.914089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.650285Z digest=sha256:c23ef45e2911f19db2f1530a7df737475dca7894c6becc331df24f4bd354b3f2

Observation 7aaed17f-ec4b-4b4f-b49f-310915a8bb5d · outbound

This paper cites Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:44:24.729056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.652836Z digest=sha256:7500c974ce90444cda3a62549475135df1ca84886cc1cd6490314b6f9ac3f110

Observation b1cb6e66-4189-4f6a-a1cb-70d56aa36c8f · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.905616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.655531Z digest=sha256:e12e7c8a504189004cc6e0c8940a61560ace78e2cdea8062d6ebd4c545e9e201

Observation 9450d5b2-b162-4f4f-9a85-666e37f21c79 · outbound

This paper cites Depth Anything V2.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Depth Anything V2

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:24.658128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:24.658128Z digest=sha256:edbe3ed087c40a5b03ec6af9df31e023788b73f404f0780fd5fd05a34bfc5956

Observation 6df97bce-a384-48ce-91bf-6f9c4b100c9c · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.896909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.661386Z digest=sha256:d1f9d05cd62dbda314e05b12790ccbba342396a65e28b2d076144ecfb5e46081

Observation 2a1a82f6-0d3e-45c4-8a94-1ad9a4dc772c · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:24.663851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:24.663851Z digest=sha256:39c21ca61ecfd91f3f377b94834b848ef03c5644642e95b40e81ad010f130fbf

Observation 62e4b22f-4d7d-4441-8899-99978d9a74bd · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.882987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.666453Z digest=sha256:c8add7972a4a78fa697a1b4c3c04013cdd88703a1ae35b355c33685c282baafd

Observation 02b72c3f-561a-436b-8c08-2bb1de09be3d · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.874610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.668997Z digest=sha256:1fa2dbd74465c1c5d9ad0b81fc16f465791fe73885ad6ef547d5118185b2a305

Observation fedfc8be-6a35-4ac1-ad69-e9b8dcf8767d · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:24.671412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:24.671412Z digest=sha256:f7fc4b6277d3a14e2316262bdd5eef32a6d59cae43ef17c131dd0e43353ab45f

Observation 7070c9b5-8c40-4ae1-9dbf-1df2adc70213 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.860109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.673814Z digest=sha256:9c42e3ceab98778f06ad34c84d98ea8d6a19e6e0b931f8e1de1690fde9d11dc3

Observation e63ba208-7817-4812-85a4-9d3b6092072c · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.851397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.676392Z digest=sha256:d0833373eb24b95465565ee3bddd92dd87e310c9cffe8e3ce94510d14cc1eb8b

Observation 021d9e4c-7dba-43a2-8cac-ae1249ac761d · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.842445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.679083Z digest=sha256:607c0e210cbb5297c5b6f7fa375cb4085ed404adc2f8fd1d8593c391a28e7ba0

Observation df0d96aa-728f-4350-b98b-912ef4090610 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.833691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.681530Z digest=sha256:d6ccb72878ea2ffbbb98c848c2b50d1005f4860d32a72ffa1322cf726761a19f

Observation df315e02-8f30-481a-91cc-a35605d72500 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.825232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.684041Z digest=sha256:608c90418073b277079ab636852c615367e5a66f04bcd41d7e24e3b391006522

Observation 9bba9a47-2c61-4b20-8ce2-51a82009b7db · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.817101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.686575Z digest=sha256:ff3c2e9fc9d2335a4f0f87276afb6700464de0001ede5cdd54104702128bdf71

Observation fb9e88cd-1c7f-4409-9424-dfefb5c76cc6 · outbound

This paper cites an unresolved cited work.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:44:24.809009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.689109Z digest=sha256:1876e5df7786885b207e9ee9e93000351bc983e1986e4a3d83160f56bf52bbe0

Observation 7834fc97-9e2a-45cb-afa9-9f94d731d360 · outbound

This paper cites Advances in Neural Information Processing Systems 35 (2022), 3926–3937.

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments Advances in Neural Information Processing Systems 35 (2022), 3926–3937

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:44:25.126166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T14:44:24.570246Z digest=sha256:46ddd9a24b0fe2cc3b7984ed429352c5a5b7a3d687a768e44dbacb9df550b6f1

Observation 44b0df57-b31c-4431-b4a6-5452c32a725d · outbound

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

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T14:44:24.553379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:44:24.553379Z digest=sha256:39b287eb123d9521a688c3a6ddfb09cd9c89d3a4f724662143fc6a462b30f8ce

Pith citing papers

No inbound Pith citation observations are available.