Paper Citation Record · LEDGER

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts

As of 9 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2507.04631.

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

pith.paper-citation-record.v1
2507.04631 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:46:39.174101Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

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

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

verified exact0
verified fuzzy17
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e175bfc9-91a0-42d1-bb08-e26feaeebcfc · outbound

This paper cites Virtual KITTI 2.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Virtual KITTI 2

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T19:46:37.554930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c729f29-a470-4637-8591-e0e8c70b2c01 · outbound

This paper cites Pyramid stereo matching network.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Pyramid stereo matching network

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:42.223342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e3c974b8-ed6f-4d70-b003-17f1f45383a2 · outbound

This paper cites Mocha-stereo: Motif channel attention network for stereo matching.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Mocha-stereo: Motif channel attention network for stereo matching

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:42.052405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fc24e670-37b4-4047-9d76-87f691b3f093 · outbound

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

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts LoRA: Low-Rank Adaptation of Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:46:37.772431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 631a4b10-e364-4b68-9c38-f0f9e4c076f9 · outbound

This paper cites Segment any- thing.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Segment any- thing

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:41.835664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 14f82f71-3c57-483c-9bb0-9652a6e0f7bb · outbound

This paper cites The open images dataset v4: Uniﬁed image classiﬁcation, object detection, and visual relationship detection at scale.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts The open images dataset v4: Uniﬁed image classiﬁcation, object detection, and visual relationship detection at scale

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:41.628231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f67f68dc-3532-47d6-a0f1-cf43f48a7da6 · outbound

This paper cites Pseudo-label: The simple and efﬁ- cient semi-supervised learning method for deep neural net- works.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Pseudo-label: The simple and efﬁ- cient semi-supervised learning method for deep neural net- works

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:41.388462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e96ddf02-c143-4238-98d8-01965d98b2d1 · outbound

This paper cites Practical stereo matching via cascaded recurrent net- work with adaptive correlation.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Practical stereo matching via cascaded recurrent net- work with adaptive correlation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:41.164614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6a281881-1bda-419b-b2d5-3b534cd84486 · outbound

This paper cites RAFT-Stereo: Multilevel recurrent ﬁeld transforms for stereo matching.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts RAFT-Stereo: Multilevel recurrent ﬁeld transforms for stereo matching

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:40.949372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fe246c55-b351-4daf-be14-99a3e093454b · outbound

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

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts A large dataset to train convolutional networks for disparity, optical ﬂow, and scene ﬂow estimation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:40.732176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b59e1d7-e55b-429f-9015-4b62e838495f · outbound

This paper cites an unresolved cited work.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:46:40.612090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f8fd9f3e-f163-4796-8417-9de68f992041 · outbound

This paper cites Vi- sion transformers for dense prediction.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Vi- sion transformers for dense prediction

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:40.465068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0076c419-cb3e-4029-84b5-289f44e3dc34 · outbound

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

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts High-resolution stereo datasets with subpixel-accurate ground truth

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:40.342858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5e310502-f927-42eb-9fe5-9001b412d81c · outbound

This paper cites Outra- geously large neural networks: The sparsely-gated mixture- of-experts layer.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Outra- geously large neural networks: The sparsely-gated mixture- of-experts layer

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:40.227925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 03b7adad-4684-48dd-b9c3-31aa4a25c312 · outbound

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

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts CFNet: Cascade and fused cost volume for robust stereo matching

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:40.084333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation be27d437-353d-4d0b-bc5e-93ca19349165 · outbound

This paper cites Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T19:46:38.720259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33898d1b-6e00-4b3b-a420-36e883805f51 · outbound

This paper cites Iterative geometry encoding volume for stereo matching.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Iterative geometry encoding volume for stereo matching

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:39.957064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fa65dc8e-f2b4-4979-83ef-82493b0f0839 · outbound

This paper cites Depth Anything V2.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Depth Anything V2

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:46:38.864514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98e6478d-d02f-4d7b-81e7-eb141bb76447 · outbound

This paper cites Bdd100k: A diverse driving dataset for heterogeneous multitask learning.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Bdd100k: A diverse driving dataset for heterogeneous multitask learning

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:39.813781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 09a8efd7-e7ab-4020-888a-4c7ae2938514 · outbound

This paper cites Robust synthetic-to-real transfer for stereo matching.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Robust synthetic-to-real transfer for stereo matching

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:39.674590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 496494a7-2922-4a3d-8c4b-3e984658013e · outbound

This paper cites Learning representations from foundation models for domain generalized stereo matching.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts Learning representations from foundation models for domain generalized stereo matching

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:39.545465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ddd9187c-c778-44f6-a2a3-f568f3cc7de2 · outbound

This paper cites High-frequency stereo match- ing network.

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts High-frequency stereo match- ing network

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:46:39.378560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.