Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T05:46:50.087459Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2508.01262.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T05:46:50.087459Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ffff8751-f1b5-402b-916c-da7bca590bdb · outbound
Active biphasic heat transfer enhancement in vertical natural convection Playing to vision foundation model’s strengths in stereo matching,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0067c7c-b9ce-4a81-8d65-a4891e7109c6 · outbound
Active biphasic heat transfer enhancement in vertical natural convection SC-DepthV3: Robust self-supervised monocular depth estimation for dynamic scenes,
Reference 2
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.
Observation 61515651-44ac-41aa-8cb6-9da2c974caef · outbound
Active biphasic heat transfer enhancement in vertical natural convection A resource-efficient pipelined architecture for real- time semi-global stereo matching,
Reference 3
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.
Observation 5b01bf58-c61f-4e77-876d-9a1fd257b206 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Deep stereo network with mrf-based cost aggregation,
Reference 4
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.
Observation a6dded62-cd45-4daa-98db-0884ee7d5b3a · outbound
Active biphasic heat transfer enhancement in vertical natural convection Stereo matching: fundamentals, state-of-the-art, and existing challenges,
Reference 5
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.
Observation 9ea666b4-3a3c-4072-8a7b-6054eee8922d · outbound
Active biphasic heat transfer enhancement in vertical natural convection Road surface 3D reconstruction based on dense subpixel disparity map estimation,
Reference 6
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.
Observation dcc7a58b-f629-49ad-9d71-46ecd571bd1c · outbound
Active biphasic heat transfer enhancement in vertical natural convection Learning collision-free space detection from stereo im- ages: Homography matrix brings better data augmentation,
Reference 7
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.
Observation a45ed464-3f8c-4d73-9c38-2a92c5ced210 · outbound
Active biphasic heat transfer enhancement in vertical natural convection SNE-RoadSeg: Incorporating surface normal information into semantic segmentation for accurate freespace detection,
Reference 8
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.
Observation cd65dde8-a476-49ec-a3ee-c3dc209428d5 · outbound
Active biphasic heat transfer enhancement in vertical natural convection A low-cost and scalable framework to build large-scale localization benchmark for augmented reality,
Reference 9
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.
Observation 7b4375cd-7540-4996-8a69-d0dbc1be5cd9 · outbound
Active biphasic heat transfer enhancement in vertical natural convection MASIC: Deep mask stereo image compression,
Reference 10
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.
Observation 2a5a35d1-232f-4c41-8687-49b26b91adfc · outbound
Active biphasic heat transfer enhancement in vertical natural convection WHU-Stereo: A challenging benchmark for stereo matching of high-resolution satellite images,
Reference 11
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.
Observation 34f9e1f0-7598-4b9b-a6e6-d05c46db0bae · outbound
Active biphasic heat transfer enhancement in vertical natural convection Pothole detection based on disparity transformation and road surface modeling,
Reference 12
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.
Observation 31e793a1-554a-454d-93e7-0e37faa6e22e · outbound
Active biphasic heat transfer enhancement in vertical natural convection Graph attention layer evolves semantic segmentation for road pothole detection: A benchmark and algorithms,
Reference 13
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.
Observation f4d8798d-bddc-4274-ae83-273f0ce90a26 · outbound
Active biphasic heat transfer enhancement in vertical natural convection A high-throughput depth estimation processor for accurate semiglobal stereo matching using pipelined inter-pixel aggregation,
Reference 14
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.
Observation b8010c29-62bd-43ea-a585-78c80a7590fd · outbound
Active biphasic heat transfer enhancement in vertical natural convection Unambiguous pyramid cost volumes fusion for stereo matching,
Reference 15
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.
Observation d7bc8410-2237-40d3-868b-bc9f6e005b9e · outbound
Active biphasic heat transfer enhancement in vertical natural convection Rethinking road surface 3-D reconstruction and pothole detection: From perspective transformation to disparity map segmenta- tion,
Reference 16
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.
Observation 27388427-79cb-4f23-8ca2-48beca3f0ce6 · outbound
Active biphasic heat transfer enhancement in vertical natural convection The farther the better: Balanced stereo matching via depth-based sampling and adaptive feature refinement,
Reference 17
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.
Observation d89d39f5-51b1-4d96-99d9-112e8757f2a4 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Inter-scale similarity guided cost aggregation for stereo matching,
Reference 18
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.
Observation b03cad12-e651-49f0-8d53-6330af656b37 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Robust scale-aware stereo matching network,
Reference 19
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.
Observation 754ae8cb-d573-44e3-acda-cca453eb33c9 · outbound
Active biphasic heat transfer enhancement in vertical natural convection A decomposition model for stereo matching,
Reference 20
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.
Observation 82fe3518-21de-43c3-adfd-fdf79b3ad551 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Stereo anywhere: Robust zero-shot deep stereo matching even where either stereo or mono fail,
Reference 21
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.
Observation b7e1e4c2-de50-4bf2-856f-e0c1de0ed2a1 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Monster: Marry monodepth to stereo unleashes power,
Reference 22
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.
Observation 1430e47a-4e87-4e95-b60b-82bcc63299f5 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Unsupervised stereo matching using confidential correspondence consistency,
Reference 23
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.
Observation f511f01e-49ce-4b6b-a13a-b9ba51e5f2aa · outbound
Active biphasic heat transfer enhancement in vertical natural convection SegStereo: Exploiting semantic information for disparity estimation,
Reference 24
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.
Observation 5d0fd9c7-7b1f-4fba-b67f-e293b9f494b4 · outbound
Active biphasic heat transfer enhancement in vertical natural convection SUW-learn: Joint supervised, unsupervised, weakly supervised deep learning for monocular depth estimation,
Reference 25
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.
Observation d6fb61b1-5460-4452-990c-273a4b7670fd · outbound
Active biphasic heat transfer enhancement in vertical natural convection Unsupervised deep event stereo for depth estima- tion,
Reference 26
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.
Observation 39e6f6a6-53fa-44f5-8a8f-d8cfea554286 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Self-supervised learning of PSMNet via generative adversarial networks,
Reference 27
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.
Observation 3fa9b512-e795-4ca8-8f08-7ab7d9748c89 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Self-Supervised Learning for Stereo Matching with Self-Improving Ability
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15e49841-e8e4-4a2e-87a5-679fb7a6d3ab · outbound
Active biphasic heat transfer enhancement in vertical natural convection Occlusion aware stereo matching via coopera- tive unsupervised learning,
Reference 29
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.
Observation bf775c55-7480-401a-9a71-3d8ce465d980 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Unsupervised occlusion-aware stereo matching with directed disparity smoothing,
Reference 30
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.
Observation 5e9ae20f-074a-4fdb-950e-2bc594bbc10f · outbound
Active biphasic heat transfer enhancement in vertical natural convection Co-Teaching: An ark to unsupervised stereo matching,
Reference 31
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.
Observation e0e42e0b-86b6-4ef0-bee8-57e2a952c6db · outbound
Active biphasic heat transfer enhancement in vertical natural convection Flow2Stereo: Effective self-supervised learning of optical flow and stereo matching,
Reference 32
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.
Observation 5b446d7f-fc34-48be-8f8b-09c5f0449ec9 · outbound
Active biphasic heat transfer enhancement in vertical natural convection On the confidence of stereo matching in a deep-learning era: a quantitative evaluation,
Reference 33
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.
Observation 1125e2ca-2487-4165-b1cc-4929ce756957 · outbound
Active biphasic heat transfer enhancement in vertical natural convection A quantitative evaluation of confidence measures for stereo vision,
Reference 34
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.
Observation 7121788f-9b80-4388-9d2b-b8d65d547e92 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Quantitative evaluation of confidence measures in a machine learning world,
Reference 35
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.
Observation 0f9722de-1e30-4f60-beef-9dbb17aafcba · outbound
Active biphasic heat transfer enhancement in vertical natural convection Learning a general-purpose confidence measure based on O(1) features and a smarter aggregation strategy for semi global matching,
Reference 36
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.
Observation 443265d5-5b75-4c3a-9d66-bbfc87338b89 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Learning a confidence measure in the disparity domain from O(1) features,
Reference 37
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.
Observation 32987339-9cba-45b0-be24-db9d66f26ccc · outbound
Active biphasic heat transfer enhancement in vertical natural convection Self-adapting confidence estimation for stereo,
Reference 38
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.
Observation 636027eb-566a-4a59-b582-575bfb7d2de0 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Learning from scratch a confidence measure,
Reference 39
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.
Observation d1f7d588-fd71-4b70-85ec-d9651e99b752 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Beyond local reasoning for stereo confidence estimation with deep learning,
Reference 40
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.
Observation 2c95e44c-b95c-4d1e-996f-35c672bdf6e6 · outbound
Active biphasic heat transfer enhancement in vertical natural convection U-Net: Convolutional networks for biomedical image segmentation,
Reference 41
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.
Observation 2676a097-fc5a-4a4b-959b-5026db757abb · outbound
Active biphasic heat transfer enhancement in vertical natural convection Learning the distribution of errors in stereo matching for joint disparity and uncertainty estimation,
Reference 42
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.
Observation fb2ef5f5-b84e-4981-9b1c-ac6eb76d1068 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Learning confidence measures in the wild,
Reference 43
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.
Observation 448ab03e-b65a-448f-aad6-af7e2b6d3cea · outbound
Active biphasic heat transfer enhancement in vertical natural convection Learning and selecting confidence measures for robust stereo matching,
Reference 44
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.
Observation 60199623-0655-4eb4-b6d9-8e896efb4511 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Using self-contradiction to learn confidence mea- sures in stereo vision,
Reference 45
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.
Observation 9f22422e-c1a5-48f0-8c23-71f052469715 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Vision Transformer adapter for dense predictions,
Reference 46
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.
Observation f6993035-188b-45b1-8eea-3ddab526a9d2 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Depth Anything V2,
Reference 47
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.
Observation 030631f2-94d4-4938-9ece-c379d913e800 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Segment anything,
Reference 48
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.
Observation 447f2e4a-cff0-45cc-b173-6b6a9f343fc4 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Depth Anything: Unleashing the power of large- scale unlabeled data,
Reference 49
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.
Observation 24c74d2b-76a3-454d-b644-2e24205e6d96 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Stereo without epipolar lines: A maximum-flow formulation,
Reference 50
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.
Observation 89e44f05-6fef-436d-940c-cc33b1cc22ed · outbound
Active biphasic heat transfer enhancement in vertical natural convection These maps are made by propagation: Adapting deep stereo networks to road scenarios with decisive disparity diffusion,
Reference 51
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.
Observation 6e570bf1-0f81-4e6b-afab-214f2ff45656 · outbound
Active biphasic heat transfer enhancement in vertical natural convection PVStereo: Pyramid voting module for end-to-end self- supervised stereo matching,
Reference 52
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.
Observation 205f819f-f64d-4709-a134-168f60e0ccfe · outbound
Active biphasic heat transfer enhancement in vertical natural convection Image quality assessment: from error visibility to structural similarity,
Reference 53
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.
Observation 75168ecc-b5e2-4ed0-a064-55490b8b0973 · outbound
Active biphasic heat transfer enhancement in vertical natural convection A large dataset to train convolutional networks for disparity, optical flow, and scene flow estimation,
Reference 54
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.
Observation d6f0051e-90c9-4c1a-84c2-e89f8f7331fa · outbound
Active biphasic heat transfer enhancement in vertical natural convection Virtual KITTI 2
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be580ad6-ff07-4016-9ab8-35ab5e350096 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Are we ready for autonomous driving? the KITTI vision benchmark suite,
Reference 56
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.
Observation f8568a6b-0a51-4f33-b165-a2a28d4d7232 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Object scene flow for autonomous vehicles,
Reference 57
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.
Observation 9bfd0369-901d-4fca-8ab5-3de498e9e480 · outbound
Active biphasic heat transfer enhancement in vertical natural convection High-resolution stereo datasets with subpixel- accurate ground truth,
Reference 58
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.
Observation 3690f388-a6e2-401c-b4d6-2e18708a3649 · outbound
Active biphasic heat transfer enhancement in vertical natural convection A multi-view stereo benchmark with high-resolution images and multi-camera videos,
Reference 59
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.
Observation ce11161b-a9f6-4bca-a901-a4e3b526d051 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Iterative geometry encoding volume for stereo matching,
Reference 60
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.
Observation 93932d73-ba10-49fc-a12c-a355343ed13d · outbound
Active biphasic heat transfer enhancement in vertical natural convection Practical stereo matching via cascaded recurrent network with adaptive correlation,
Reference 61
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.
Observation c49a97c6-dae9-42c3-abb8-c87df3edcc46 · outbound
Active biphasic heat transfer enhancement in vertical natural convection A permutation model for the self- supervised stereo matching problem,
Reference 62
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.
Observation 4381fe4b-6755-4523-9f37-4c7c79bb05e3 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Parallax attention for unsupervised stereo correspon- dence learning,
Reference 63
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.
Observation 152badb5-ab12-4417-8769-7a4ba5ad61e4 · outbound
Active biphasic heat transfer enhancement in vertical natural convection Adaptive cost volume representation for unsuper- vised high-resolution stereo matching,
Reference 64
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.
Observation 8d334a02-068e-4c75-98a1-089d9309c88c · outbound
Active biphasic heat transfer enhancement in vertical natural convection A novel cell structure-based disparity estimation for unsupervised stereo matching,
Reference 65
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.
No inbound Pith citation observations are available.