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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-07T06:34:17.273281+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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no resolver link, observed 2026-08-06T22:38:34.567961Z

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 2026-08-07T06:34:17.273281+00:00.

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:34.865233Z digest=sha256:cfa5de9e0e863a57d13d93fc4167471038560f0349d8d19a087d2a427e977075

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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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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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:35.285212Z digest=sha256:f617851a5f9aa8b6b311c05128717430ff15b8f5ea3f9034d863829fee2c09ba

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
raw_fallback, observed 2026-08-06T22:38:55.008278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:35.508354Z digest=sha256:079bdcb167e97db4bdc4fc91a191f594e5e3b9aa9b0cbca495af9cb26ae2db05

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:35.694530Z digest=sha256:a89a28d45f4910b5b9b7e9bfd84108f42de0bfd30acab4d6d6b8fb706e25cbb0

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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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=sha256:27966c6a6af368d8e8ed4f2ddf4c680f6ed87008c7de09da2249ff286ff2f6fd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:36.115754Z digest=sha256:12432ca6e93463f7f01376c43c57cf0c4d5b64cd73c27ae8da26ab94d8bf007a

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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verified fuzzy
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:36.329722Z digest=sha256:04d05f0f4c833cc9a444edfa1211182facd5eea2f10b507653cadea3a24d59a1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:36.496442Z digest=sha256:9e75f9fb1c4d783d0d1db39f394add8b2cb99bbeb591f0334e48aa9009685d67

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:36.681439Z digest=sha256:5056c2c8eca960088ac86b64596c681af99f48d6d06fef115eecfac19787fa32

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:d9adff7803a180070a610eaeb6d3fa73fc5753f5527211609bcd613e2f98cc81

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:37.001698Z digest=sha256:abaa043311e47eb211a8ba7042e283733bd5e5e47bf1de5877f7d3dbfe98f15e

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

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:37.231593Z digest=sha256:9f17d96d0d643e286065297ea49eb27b986d3bfe5b2230406ec023131127c661

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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

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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

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:38.015439Z digest=sha256:3dfb194a3211a3bbd32941d90c15be3b1beebb8ccd3dd17c00f6ab96d579b6b5

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=sha256:9dbb6c5527a788ed6c21e73ea12c8cf2d3936c1c549fbcb66e57bb000dbab578

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:38.364800Z digest=sha256:82a87bfde82f64491e6ba5dd5993c515a53eba448b6f1784c32ce6179be6249c

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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raw_fallback, observed 2026-08-06T22:38:52.053168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:38.542118Z digest=sha256:d4c5dc9aa714ffc4d903d3a446329d01090075d6321600633f62468dd74e2200

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:38.758992Z digest=sha256:d76b5b15f572638a2e5734d93726af42dabaa154ad6de30f70514dd2d122cc80

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:38.957754Z digest=sha256:0c47557d2678c931c0a8c339694ede436039df15f7e70b10f33c261622cf069a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:39.089764Z digest=sha256:bef8b90f0616650d947fd77de0aa861e1bbf10c5918510bb6deea6d11ae029a1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:39.175920Z digest=sha256:ddc9d4af59bfe7d06ffda4c3c1196b34d96b36dcef86b58b0037d0776d67d707

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:39.319868Z digest=sha256:a9d5c85fde74a68ee6f451e56ce10b220d6d46809209e28272f04a5dd66b2edf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:39.437118Z digest=sha256:e51fd39a6ee29120fefb4b9994bcc707a160c3d8975b61059efa5f3037fa3d12

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:39.516875Z digest=sha256:cf74071bddeefac90a3a21a7a0800eef0040eab01f089ba9bc8fc198ec4a7225

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:39.598862Z digest=sha256:ad95bae368c7720c290719930a1435a536b6ce23cfa0a07587d57051884c8073

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:39.722096Z digest=sha256:4063f7d5926265904fa769a3e52ad759968f84e480f90c04e08e6ab77146edb1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:39.846268Z digest=sha256:c87663458555d29ce546970c4c5a7c357e1da9b29090d6eea890ec630ebaad9c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:40.011122Z digest=sha256:a99485080748a92f7a76365fecddd5dd01d9adbc17051f1978b568044579d457

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=sha256:9e48dbe159a036a3ba24af2ba25600307f50b4c412403bf25e9efc8a58445c06

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:40.247695Z digest=sha256:f06f21d683b65e96c9e683fffbea461d99e0dc9a77bccf4103062c49bd56adaf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:40.377681Z digest=sha256:4cd3d7ae9c8ac2edef2766b3a6a2d6873108b2acf8570715849b9e7ccd5339c4

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=sha256:1ad589198ad7a7d9a89dabc533a573c9caef56c37b91aecc60e52b856df79cec

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:40.621365Z digest=sha256:7632776e461bc04646b422b6b402389350e45f51beb67e3e66b77d09343fb8c3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:40.732722Z digest=sha256:c923be4a4a939c98f8f78c579218a5742ca76c0dfb38c8102d38cef52c2bb7ff

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:40.844671Z digest=sha256:12fc7c875bd44867d36ddb82c3c930980dc546fdc7823b71b2a2b85bb2fd55e9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:40.986589Z digest=sha256:ef548cefa6809dc3c42bcb4b633b70a1aa5642a52ace519915dfd535071ebe32

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:41.067474Z digest=sha256:7c7c12adf2c3979fb51706aeb7aa110e0c95b07af8728c1061fee5297cbdb6cf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:41.198318Z digest=sha256:11cc21cf50dc87478e5d03d42471e0e7522ace1ea4bd9930c17a2770620db6e3

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=sha256:5e26ee738b492cf1e5d1705e2e4c8de07fcae5cd714c34058342842c809153e3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:41.421613Z digest=sha256:4a92d29ba434d10154c93de733ed757c2d32969029c291003312ddb24ad413e0

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=sha256:321a98df4d982c81880cd90d593c07cfaad59d2ac4d12b83631d6f8efd4f6c7a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:41.599611Z digest=sha256:8e451e28799d4ad883ed9048de9f92228cf25882e27e9fec4dafaac4e429535e

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=sha256:1196c1e79f1ae135721d06612935c808ba6a820ad49ef3f957d6718e09f48d0a

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:cd22f32ec92f3f0cb2e19272c90d77d0c04d47c93eccdf616cd4b6d30acc751c

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=sha256:4a593759e4de40a523f45a77d58ae15202816a09749000977be6e0d56fc57248

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:42.070012Z digest=sha256:cafae93500a8e58fcb8a3429d2cfa2641b492ef870f89e2ce8a0017ca2b05c71

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:42.139331Z digest=sha256:dacce4279c3f75606bb2242eff0b566dc2bc32ff9a050178f0d5fd5fd9ea0672

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:42.259103Z digest=sha256:f2fd672e93d59ec18913f64286745cb57d1ea31434592583faf6f335b7a8d304

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:42.402819Z digest=sha256:6d7dcb630de9522f3580bd703dcfd4fddf33a536e84c7583985ad83903c700c0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:42.610680Z digest=sha256:fd6fd82121be277bacef8c6eb0996bdce30a078690d1178aedf8adf08b9efae4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:42.814725Z digest=sha256:055534f2670646579d4fdcfd0f97358af01122ee428e66fd5d5389d591ebc585

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:43.041061Z digest=sha256:2de359922aac3666e66d0f349110fd5827cdeb3cc8f976b9009e7e7fd9e5591a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:43.187205Z digest=sha256:70f39aba609fea3667064bf2744ddff682363d46a683d94b7f21bb6bd5730f9e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:43.366219Z digest=sha256:a1787c54d000d3a31207ab160cf8d9aba4bb50cc34383f45ced51e0237bb20f4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:43.550998Z digest=sha256:70d27d8047588f27bf3a88a1c6a2c78e6d9e4813c0b933c7470be97de150659c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:43.701706Z digest=sha256:94a7360a2b76a6a674323fe60e9878b009052f389b0b3edd3fd23935d31316dd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:43.943606Z digest=sha256:ae62085f2c76ec34de60d4acf9e3886d130f79ec736563be3d0ab2efd1977763

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:44.069962Z digest=sha256:9dd5b442b9a941d864e05a030a61dd8297b1e0f3f335532060066f4e63373ce1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:38:44.224656Z digest=sha256:2413d2daeff3cb18757ce33d2d4c0de206ba8791fd64890a71e743d7e607fa5a

Pith citing papers

No inbound Pith citation observations are available.