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Paper Citation Record · LEDGER

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching

As of 18 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2506.21091.

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

pith.paper-citation-record.v1
2506.21091 v2

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:38:44.224656Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

64 of 64 outbound references displayed

  • verified exact4
  • verified fuzzy47
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 239ec7e7-8f9a-4a1e-a0f6-f362452fa574 · outbound

This paper cites IGEV++: Iterative Multi-range Geometry Encoding Volumes for Stereo Matching.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching IGEV++: Iterative Multi-range Geometry Encoding Volumes for Stereo Matching

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 39baa13c-2c54-4a26-b606-c7ed0cac871e · outbound

This paper cites Mobilestereonet: Towards lightweight deep networks for stereo matching.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Mobilestereonet: Towards lightweight deep networks for stereo matching

Reference 2

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:34.664780Z digest=sha256:3d7ebd87699fea51a5f1d35b9f8c1cb8610d43a8df06409f4364e2e89b4be91b

Observation d055c350-ef01-47a4-8bb0-680c461f0cd0 · outbound

This paper cites Correlate-and-excite: Real-time stereo matching via guided cost volume excita- tion.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Correlate-and-excite: Real-time stereo matching via guided cost volume excita- tion

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation d6e4293d-daab-46d5-b111-0ddc42d0083c · outbound

This paper cites Feature-guided spatial attention upsampling for real- time stereo matching network.IEEE MultiMedia, 28(1):38–47, 2020.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Feature-guided spatial attention upsampling for real- time stereo matching network.IEEE MultiMedia, 28(1):38–47, 2020

Reference 4

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raw_fallback, observed 2026-08-06T22:38:55.584585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:35.083896Z digest=sha256:fcccb56a43fdf513c231232485443ef35cbe55cc752f53340339a508e4091c96

Observation de7f3dc2-b6dc-4ea3-896d-c9211bc2e3b0 · outbound

This paper cites Dcvsmnet: Double cost volume stereo matching network.Neurocomputing, page 129002, 2024.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Dcvsmnet: Double cost volume stereo matching network.Neurocomputing, page 129002, 2024

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-06T22:38:55.282767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:35.285212Z digest=sha256:384ea0156616de87450df2ead9d19450c0d247af6056f4006948876ff9bf6d57

Observation 410a1941-0733-47eb-87de-f52db40eb0ce · outbound

This paper cites Autodisp- net: Improving disparity estimation with automl.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Autodisp- net: Improving disparity estimation with automl

Reference 6

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:35.508354Z digest=sha256:5229eb2f7e4bf29f852a3b79f3de3efe8b1475997fdebacdc965ece19eccd999

Observation cc6471eb-5c51-4a6e-9eb5-db67e8d6cea3 · outbound

This paper cites Accurate and Efficient Stereo Matching via Attention Concatenation Volume.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Accurate and Efficient Stereo Matching via Attention Concatenation Volume

Reference 7

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verified exact
local_arxiv, observed 2026-08-06T22:38:45.365134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:35.694530Z digest=sha256:fbc05218ba6587b60a7d8ef13c6ed1bde1a1a0b1ad6c5f281d1e58f084d53360

Observation 953def8b-f31a-4128-a159-bb5aa9d23adc · outbound

This paper cites Efficientnetv2: Smaller models and faster training.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Efficientnetv2: Smaller models and faster training

Reference 8

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unresolved
no resolver link, observed 2026-08-06T22:38:35.950982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:38:35.950982Z digest=sha256:2f7cc2b519b5e3554f8d2d813268f4156f0ec81d07ffa7858fa4c7209a681387

Observation 8c778034-1acc-4dc3-b238-80da00a96305 · outbound

This paper cites MoCha-Stereo: Motif Channel Attention Network for Stereo Matching.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching MoCha-Stereo: Motif Channel Attention Network for Stereo Matching

Reference 9

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verified exact
local_arxiv, observed 2026-08-06T22:38:45.147163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:36.115754Z digest=sha256:514f73087de635a312526e724d292cc6159f1a57e35b6d54d8d067c2de49ebab

Observation bbc12b08-e6ce-4570-b8ed-7499f770791b · outbound

This paper cites Iterative geometry encoding volume for stereo matching.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Iterative geometry encoding volume for stereo matching

Reference 10

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raw_fallback, observed 2026-08-06T22:38:54.766975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:36.329722Z digest=sha256:9fae0aa35cfbd5f99a5052ae9b3d3f722cd824b331ec06ad0397181ec265f47f

Observation f4069f85-fb0b-47f5-88eb-6bea9d73388b · outbound

This paper cites DiffuVolume: Diffusion Model for Volume based Stereo Matching.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching DiffuVolume: Diffusion Model for Volume based Stereo Matching

Reference 11

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verified exact
local_arxiv, observed 2026-08-06T22:38:44.893911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:36.496442Z digest=sha256:a950e5d41c4d30d473eaa758187cbc6008d8d3bfdccb77803a17eb44ac049198

Observation 65a09d3c-ab5e-4cbc-9557-eaf13922d3fa · outbound

This paper cites Stereonet: Guided hierarchical refinement for real-time edge-aware depth prediction.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Stereonet: Guided hierarchical refinement for real-time edge-aware depth prediction

Reference 12

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:36.681439Z digest=sha256:9cee158bf0adbddfb0346c65d8550f1ecab8b88eaecad71a140e7ab56e8be0c7

Observation 3bb4f550-99b6-496b-9d44-c8b7c45ad4a8 · outbound

This paper cites CGI-Stereo: Accurate and Real-Time Stereo Matching via Context and Geometry Interaction.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching CGI-Stereo: Accurate and Real-Time Stereo Matching via Context and Geometry Interaction

Reference 13

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no resolver link, observed 2026-08-06T22:38:36.853985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:38:36.853985Z digest=sha256:fec2502da7e86030f28c9ed593c6242d0148e20718a12551f0691ecb65aea776

Observation 506fd276-7026-4b1a-9060-343d9806f594 · outbound

This paper cites Bilateral grid learning for stereo matching networks.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Bilateral grid learning for stereo matching networks

Reference 14

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raw_fallback, observed 2026-08-06T22:38:54.168183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:37.001698Z digest=sha256:71eee444bb8ad9003be378114b98bac958d6a4c78988a2e0a7218a58fa4a610d

Observation c4bc0657-b9f3-4b4a-8d7e-8d9fc96bed38 · outbound

This paper cites Ebstereo: edge-based loss function for real-time stereo matching.The Visual Computer, pages 1–12, 2023.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Ebstereo: edge-based loss function for real-time stereo matching.The Visual Computer, pages 1–12, 2023

Reference 15

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raw_fallback, observed 2026-08-06T22:38:53.876632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:37.231593Z digest=sha256:5c961d499d50a4153778936bb3bc6e376ccb8b845a67360d6a55a8878ec8c83b

Observation 658a8e89-ba4c-4a5f-abe3-e53fbb8540c1 · outbound

This paper cites Multi-dimensional cooperative net- work for stereo matching.IEEE Robotics and Automation Letters, 7(1):581–587, 2021.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Multi-dimensional cooperative net- work for stereo matching.IEEE Robotics and Automation Letters, 7(1):581–587, 2021

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 99ae019e-b975-49ac-80a9-b35d56275f84 · outbound

This paper cites Deep- pruner: Learning efficient stereo matching via differentiable patchmatch.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Deep- pruner: Learning efficient stereo matching via differentiable patchmatch

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:37.634790Z digest=sha256:060d8a0b97e19cd1b1146ee5fba04deb95a687a32c33c736dec6dcbcf9e7e239

Observation 528c91cf-29c7-4c16-945d-7b0da7dc56ee · outbound

This paper cites Aanet: Adaptive aggregation network for efficient stereo match- ing.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Aanet: Adaptive aggregation network for efficient stereo match- ing

Reference 18

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verified fuzzy
raw_fallback, observed 2026-08-06T22:38:52.975336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 95c76c9b-961a-462c-a4ee-0adba16a9113 · outbound

This paper cites Iinet: Implicit intra-inter information fusion for real-time stereo matching.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Iinet: Implicit intra-inter information fusion for real-time stereo matching

Reference 19

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verified fuzzy
raw_fallback, observed 2026-08-06T22:38:52.655113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:38.015439Z digest=sha256:1dcb7a1d90095c2be7f9a3c0619f4f200e495bb18a99cd79821bc7b273f36b35

Observation 37edef0a-b48c-45bd-8965-f888c0935d9d · outbound

This paper cites LightStereo: Channel Boost Is All You Need for Efficient 2D Cost Aggregation.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching LightStereo: Channel Boost Is All You Need for Efficient 2D Cost Aggregation

Reference 20

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no resolver link, observed 2026-08-06T22:38:38.178587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:38:38.178587Z digest=sha256:c3129916d7257aa35957534e1f87ec76fcef245702b01b97e891dbba207e7b8b

Observation 46227df2-3e13-461c-a30a-03e5e2a2375a · outbound

This paper cites Towards accurate and real-time binocular vision: A lightweight stereo matching network for rgb stereo images.IEEE Sensors Journal, 2023.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Towards accurate and real-time binocular vision: A lightweight stereo matching network for rgb stereo images.IEEE Sensors Journal, 2023

Reference 21

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raw_fallback, observed 2026-08-06T22:38:52.358183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:38.364800Z digest=sha256:ab1d442e3213cc3105d8dfcd530bfd8fa58107af378dfd125093f757785a5863

Observation 91cca632-dad2-467a-a042-5b57a73cda2f · outbound

This paper cites Detail preserving coarse-to- fine matching for stereo matching and optical flow.IEEE Transactions on Image Processing, 30:5835–5847, 2021.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Detail preserving coarse-to- fine matching for stereo matching and optical flow.IEEE Transactions on Image Processing, 30:5835–5847, 2021

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:38.542118Z digest=sha256:dd75ca7eefb85de0a9ceca461deeca3f35eb898196074986f3524705899b5b8c

Observation 56867ae3-131b-4a8f-8432-1d28f08656f6 · outbound

This paper cites Edgestereo: An effective multi-task learning network for stereo matching and edge detection.International Journal of Computer Vision, 128:910–930, 2020.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Edgestereo: An effective multi-task learning network for stereo matching and edge detection.International Journal of Computer Vision, 128:910–930, 2020

Reference 23

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raw_fallback, observed 2026-08-06T22:38:51.737519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:38.758992Z digest=sha256:deec5d8fed10da250b37eb722aed4fc2438a43c4eba02e7a0cee8efa24905b47

Observation 140154c0-3d04-4569-b6ba-9d012b4e0a8b · outbound

This paper cites Real-time semantic stereo matching.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Real-time semantic stereo matching

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-06T22:38:51.457451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:38.957754Z digest=sha256:ef855871aee2b7fccfba334d5f37711c3087b34571cf41581e13929691cd5161

Observation 795b6bd1-c617-4f59-8c59-47ce2beefeb7 · outbound

This paper cites Segstereo: Ex- ploiting semantic information for disparity estimation.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Segstereo: Ex- ploiting semantic information for disparity estimation

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:51.171418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:39.089764Z digest=sha256:d2a364ff64e2aa2c7c6e244e0bd106212251aa7c37afa4bd7fecb4a62936efd8

Observation 26104354-9414-411c-9216-e17ce38d1c6c · outbound

This paper cites Convmlp-mixer based real-time stereo matching network towards autonomous driving.IEEE Transactions on Vehic- ular Technology, 72(2):2581–2586, 2022.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Convmlp-mixer based real-time stereo matching network towards autonomous driving.IEEE Transactions on Vehic- ular Technology, 72(2):2581–2586, 2022

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-06T22:38:50.934239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:39.175920Z digest=sha256:4f22c216d806b25e89c81265cfa8bbc4cdeb4ba38af32fc46cf1ff9f74799195

Observation 3b82cb0b-0eb4-45b3-871d-a3de6fe361cf · outbound

This paper cites Accurate and efficient stereo matching via attention concatenation volume.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Accurate and efficient stereo matching via attention concatenation volume.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-06T22:38:50.767088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:39.319868Z digest=sha256:58a9ff164f3c9739466e1c3ca3feb4cb65d6840eb087a0dca6c6a37e56ce9719

Observation a086ebf4-7196-4fb4-8cec-db4ac3ddbe56 · outbound

This paper cites Anytime stereo image depth estimation on mobile devices.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Anytime stereo image depth estimation on mobile devices

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:50.598642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:39.437118Z digest=sha256:045f87083b6cd065cf2c584814da5581035166f1339e0e10e81a2f2abb18a535

Observation ce6f70b1-77b3-4f2b-aed2-8ef99b4d88b0 · outbound

This paper cites ADCPNet: Adaptive Disparity Candidates Prediction Network for Efficient Real-Time Stereo Matching.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching ADCPNet: Adaptive Disparity Candidates Prediction Network for Efficient Real-Time Stereo Matching

Reference 29

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verified exact
local_arxiv, observed 2026-08-06T22:38:44.592114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:39.516875Z digest=sha256:61a5b979b11e981ee59def002e26887d7810c76ddb57c3bba547d430afbb754c

Observation c0e8f673-4133-4b64-bbe5-4347ee6f98e3 · outbound

This paper cites an unresolved cited work.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Unresolved cited work

Reference 30

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unresolved
raw_fallback, observed 2026-08-06T22:38:50.422277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:39.598862Z digest=sha256:8959d333a64c442325c7b1c892f3a452381d1ae6a2b534495f9876ea75eb3dac

Observation 38a2acc9-256a-4a1f-a059-b6ff85fb7974 · outbound

This paper cites an unresolved cited work.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Unresolved cited work

Reference 31

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unresolved
raw_fallback, observed 2026-08-06T22:38:50.273495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:39.722096Z digest=sha256:1e0cac2c2d29835d7897de63ce560ac825a5701989107c5dd47066dab7c37456

Observation c1264e40-f499-44d4-8bb7-78343e984f3b · outbound

This paper cites A large dataset to train convolutional networks for disparity, optical flow, and scene flow estimation.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching A large dataset to train convolutional networks for disparity, optical flow, and scene flow estimation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:50.064749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:39.846268Z digest=sha256:5e5e0b4f7e6719cae91ebcc9e1a7ae13c7b9d28a1af30fd340c805c863d4f283

Observation d9fc4f7b-d3f2-4b7c-ad88-02c530a70287 · outbound

This paper cites Real-time stereo matching network with high accuracy.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Real-time stereo matching network with high accuracy

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:49.905157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:40.011122Z digest=sha256:1f6f8ab6f41987834d174c089775e8c0696760dea0e9f0635a505bb3ae5cc744

Observation d85ba367-c6ef-4f3a-b2a8-c8358cd9a787 · outbound

This paper cites Pyramid stereo matching network.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Pyramid stereo matching network

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T22:38:40.132845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:38:40.132845Z digest=sha256:e69d5b8daa7a87597d7493a8dd532c50ba3fa4e57dd95fd6acb3e0edc4804a2f

Observation 7b3aab0e-ff4d-4fc5-a344-65d1c9566ec9 · outbound

This paper cites Group-wise cor- relation stereo network.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Group-wise cor- relation stereo network

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:49.720016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:40.247695Z digest=sha256:7f00b37e6be8aa2e125a472e31a3f374cc31916c3f7d468f908ee86aaf06ae9c

Observation 3111cf2b-4fc7-4401-9775-749804379b5a · outbound

This paper cites Real-time stereo matching with high accuracy via spatial attention-guided upsampling.Applied Intelligence, 53(20):24253–24274, 2023.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Real-time stereo matching with high accuracy via spatial attention-guided upsampling.Applied Intelligence, 53(20):24253–24274, 2023

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:49.574640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:40.377681Z digest=sha256:af61efee27411a024beee03b6d8a1d21e7f5d3c4ec337582d2b61f34afa1bf83

Observation 583cb8d7-a2df-48db-a89e-9e9cd6f84e2b · outbound

This paper cites Deformable convnets v2: More deformable, better results.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Deformable convnets v2: More deformable, better results

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T22:38:40.505774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:38:40.505774Z digest=sha256:f2a5f1e0da8e95c72dcd70c11405a2fdc86c237594c6a1d6ce14871a78682f7a

Observation 2af06b12-cf92-463a-8f55-2e89141c0f07 · outbound

This paper cites Carafe: Content- aware reassembly of features.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Carafe: Content- aware reassembly of features

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:49.397089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:40.621365Z digest=sha256:1ea30c74723535d706462fe6d7933926635d6749aaf9db658d05bffdff8beb0d

Observation a14751ee-4541-4ec1-beb8-c28fdc50e5c9 · outbound

This paper cites Real-time single image and video super-resolution using an efficient sub-pixel convolutional neural network.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Real-time single image and video super-resolution using an efficient sub-pixel convolutional neural network

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:49.249844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:40.732722Z digest=sha256:5096181fce49d8bf73a96f1b6c7f03ed08059d781e0ee4a6c7112720e010c11d

Observation e43b3d7a-7309-46fc-9b1b-2e0e1bae7370 · outbound

This paper cites Feature back-projection guided residual refinement for real-time stereo matching network.Signal Processing: Image Commu- nication, 103:116636, 2022.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Feature back-projection guided residual refinement for real-time stereo matching network.Signal Processing: Image Commu- nication, 103:116636, 2022

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:49.105884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:40.844671Z digest=sha256:8477bfc0c16059530f299e43a4208b1ff24f118771d2c93be7643ffc4274efc7

Observation 546f462b-b271-44df-8013-f9094bb7f91a · outbound

This paper cites Shufflemixer: An efficient convnet for image super- resolution.Advances in Neural Information Processing Systems, 35:17314–17326, 2022.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Shufflemixer: An efficient convnet for image super- resolution.Advances in Neural Information Processing Systems, 35:17314–17326, 2022

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:48.950267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:40.986589Z digest=sha256:18eae6c6fb95ad66820c49d8347ccc394f62ed9b3a8d06989f42e88382d363ab

Observation a7078758-e217-47dc-ae80-034add94bcfa · outbound

This paper cites High- frequency stereo matching network.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching High- frequency stereo matching network

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:48.790853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:41.067474Z digest=sha256:a927592c2f3d5912683f65ab04b240a9bfebe959ccff6208e4b0a72de9375dab

Observation 83bd9d7e-29ec-4757-9542-902f296f7707 · outbound

This paper cites Hitnet: Hierarchical iterative tile refinement network for real-time stereo matching.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Hitnet: Hierarchical iterative tile refinement network for real-time stereo matching

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:48.666647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:41.198318Z digest=sha256:3ce3ec986a0c292c37dc90440f793e25b57e70e86c7a0b51c27b4d978aba28de

Observation 27c015f2-46d5-42fe-ba2b-43bcb9ca23e4 · outbound

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

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Are we ready for autonomous driving? the kitti vision benchmark suite

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T22:38:41.305887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:38:41.305887Z digest=sha256:d7a3a98ec21e76143536d522db251e4aaf91fb4424313488272fbc998bfe2a19

Observation 14163a08-b496-47e6-83bf-668861a03512 · outbound

This paper cites Object scene flow for autonomous vehicles.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Object scene flow for autonomous vehicles

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:48.530613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:41.421613Z digest=sha256:bb79837cb45a624796ec97dadc1832556c0ad1dc21dbb4b8529f03b75940d26d

Observation 534f4e2c-373e-4c17-8e09-9a5b35ac7ad9 · outbound

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

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching A multi-view stereo benchmark with high-resolution images and multi-camera videos

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T22:38:41.491727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:38:41.491727Z digest=sha256:d5dc6e94d57ff08f7afb1add2a3138b69c9ec4857ca5d12ecc4ff29044c231a0

Observation 9b3d49da-75d4-46eb-939b-dba5a02f3a24 · outbound

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

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching High-resolution stereo datasets with subpixel-accurate ground truth

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:48.384255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:41.599611Z digest=sha256:712d7e345287449855eea98fcfcdc9fcd8e09d10c8158dbd4753eb3f164184e4

Observation 5ab0ef7b-64b5-4c42-8399-f810321e8cb3 · outbound

This paper cites Decoupled Weight Decay Regularization.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Decoupled Weight Decay Regularization

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T22:38:41.705617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:38:41.705617Z digest=sha256:6a63ae8bf8fe71295f6f0f6ebb26920519edfb00f00fec5feb71f7578f9c896d

Observation e96c5658-1d14-4857-a679-62aa995b07f6 · outbound

This paper cites Mobilenetv2: Inverted residuals and linear bottlenecks.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Mobilenetv2: Inverted residuals and linear bottlenecks

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T22:38:41.854162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:38:41.854162Z digest=sha256:cff0c98c63faad8f1a3fa281abae337645481fdc33b72dd054e2dbfe82f62317

Observation a822d4ca-1a3c-4d44-95cb-f726fafeef86 · outbound

This paper cites FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T22:38:41.963198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:38:41.963198Z digest=sha256:d4ccfef6b115c405f3830ad65dcd85b0ac35f544efa739dfbd5569a578c4a7e5

Observation 7d298b12-cdb4-4344-9603-f431b2a57b31 · outbound

This paper cites Cfnet: Cascade and fused cost volume for robust stereo matching.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Cfnet: Cascade and fused cost volume for robust stereo matching

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:48.229643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:42.070012Z digest=sha256:96438e09569d6cff8aeaf1e463cf57c02a27a27f81bd221284e594c85c0479ed

Observation d8bf590a-c495-4b70-b8ff-0bbe18bc1db2 · outbound

This paper cites Hierarchical neural architecture search for deep stereo matching.Advances in Neural Information Processing Systems, 33:22158–22169, 2020.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Hierarchical neural architecture search for deep stereo matching.Advances in Neural Information Processing Systems, 33:22158–22169, 2020

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:47.951488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:42.139331Z digest=sha256:c71957294a5971d4087c08fc5f4446038d0050dd1de186b41053e0efeaf70d3e

Observation a12d63eb-1adb-48b1-8f28-3e5ebbbf1017 · outbound

This paper cites Semantic stereo matching with pyramid cost volumes.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Semantic stereo matching with pyramid cost volumes

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:47.698994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:42.259103Z digest=sha256:657b83508d13ae34153da5d5b2e21822effc517601cc736ebef69e2ee91b2a21

Observation 1241b875-ac97-43d0-bc69-9c77897ad3ac · outbound

This paper cites Learning depth with convolutional spatial prop- agation network.IEEE transactions on pattern analysis and machine intelligence, 42(10):2361– 2379, 2019.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Learning depth with convolutional spatial prop- agation network.IEEE transactions on pattern analysis and machine intelligence, 42(10):2361– 2379, 2019

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:47.574308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:42.402819Z digest=sha256:56a9f97ac35d21b5500c2be8d7dde7d9f19938a1f1af00443aaa6692e6e97e30

Observation f22b977f-82aa-4636-a42c-c85ec19bc0c7 · outbound

This paper cites Ga-net: Guided aggregation net for end-to-end stereo matching.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Ga-net: Guided aggregation net for end-to-end stereo matching

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:47.435175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:42.610680Z digest=sha256:a1155500e709eadf8d8b0644dc98204a3694b7232b6a44676c75bfcd4e0882ae

Observation fc42927e-d8a8-4757-a193-7ac96e3d10e2 · outbound

This paper cites Local similarity pattern and cost self-reassembling for deep stereo matching networks.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Local similarity pattern and cost self-reassembling for deep stereo matching networks

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:47.266388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:42.814725Z digest=sha256:c22239cdf9b32c35fea258477f6532bd5ce148f8f8e5a12012e90fb99e99a151

Observation 4acc066e-2380-458e-a91b-f124270ac279 · outbound

This paper cites P3snet: Parallel pyramid pooling stereo network.IEEE Trans- actions on Intelligent Transportation Systems, 2023.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching P3snet: Parallel pyramid pooling stereo network.IEEE Trans- actions on Intelligent Transportation Systems, 2023

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:47.091852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:43.041061Z digest=sha256:575562722e24d6d09bfa02063591ba6e7dde936bb25259d173aa5769c4c895a1

Observation 79e19edd-755f-4e0c-b0d4-7e3dbfd50234 · outbound

This paper cites Attention concatenation volume for accurate and efficient stereo matching.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Attention concatenation volume for accurate and efficient stereo matching

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:46.886423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:43.187205Z digest=sha256:aae7679236185a6a4e7679d7038e4eaa4f4347293538241da3b96d95f8814cf3

Observation c18658b3-dcfb-404a-b9dc-2666763f2691 · outbound

This paper cites A decomposition model for stereo matching.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching A decomposition model for stereo matching

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:46.722069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:43.366219Z digest=sha256:97560b11a4794e4429383b596228915fc6be4faa0d91aae896c9c15bf1dd32b6

Observation 7d87ca72-2784-46a5-bb70-37822a4a4439 · outbound

This paper cites A joint 2d-3d complementary network for stereo matching.Sensors, 21(4):1430, 2021.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching A joint 2d-3d complementary network for stereo matching.Sensors, 21(4):1430, 2021

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:46.476127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:43.550998Z digest=sha256:5fd9713a262830b027bdbccda7b348c70b84f46e543223faf88f4356976447cb

Observation ce797bf1-b635-4507-827a-5ae399db6ce1 · outbound

This paper cites Domain-invariant stereo matching networks.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Domain-invariant stereo matching networks

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:46.295822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:43.701706Z digest=sha256:6246900845d95d7f11b2fe1b46f4abc426f044afd5273f4cbf5006eb8a4f6e45

Observation 4368cc26-bd10-4e70-b4f9-c66ad6bfb3be · outbound

This paper cites Revisiting stereo depth estimation from a sequence-to-sequence perspective with transformers.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Revisiting stereo depth estimation from a sequence-to-sequence perspective with transformers

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:46.075158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:43.943606Z digest=sha256:8f818b6f6fc987f5595efbd15db6cf890a559776c1754146b73d18d93fedfd4b

Observation 72022c56-5678-45cd-a027-7138d21a1efc · outbound

This paper cites Revisiting domain generalized stereo matching networks from a feature consistency perspective.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Revisiting domain generalized stereo matching networks from a feature consistency perspective

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:45.853737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:44.069962Z digest=sha256:d8a85a3de2660c4a4101397ab4f155a8a753fe83e285c2322680d3dabe89c7c6

Observation 6fae46a8-d898-4deb-ad89-5c795684a496 · outbound

This paper cites Graftnet: Towards domain generalized stereo match- ing with a broad-spectrum and task-oriented feature.

ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching Graftnet: Towards domain generalized stereo match- ing with a broad-spectrum and task-oriented feature

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:38:45.604685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T22:38:44.224656Z digest=sha256:cbc7dcf690f5deef796ea4fac90796b117cfac7504051b10b6aba3a846b9c3d0

Pith citing papers

No inbound Pith citation observations are available.