Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:04:45.598407Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2505.20041.
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 2026-08-07T14:04:45.598407Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 710fe060-8146-4793-8536-53a4658d3a8c · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Lightweight dual stream network with knowledge distillation for rgb-d scene parsing,
Reference 1
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 754279a3-e3e0-469c-ad13-46dbe5dd075d · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection,
Reference 2
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 1c13d608-b8fe-4985-bf2e-b6a009a726f2 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization S 3M-Net: Joint learning of semantic segmentation and stereo matching for autonomous driving,
Reference 3
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 ba787d18-e95e-47dd-af51-4683076ff76d · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization SNE-RoadSegV2: Advancing heterogeneous feature fusion and fallibility awareness for freespace detection,
Reference 4
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 d5fcdc19-0d2e-4acf-9fc4-337f735d6480 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Road damage detection based on unsupervised disparity map segmentation,
Reference 5
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 1c40d962-a7e8-42a1-a5a7-fd689850b751 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Fully Convolutional Networks for Semantic Segmenta- tion,
Reference 6
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 2016a427-e6e6-4a74-8829-f614470cb48a · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Pothole detection based on disparity transformation and road surface modeling,
Reference 7
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 29dc038b-f190-4601-96a5-df8500b66fda · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization RoadFormer+: Delivering RGB-X scene parsing through scale-aware information decoupling and advanced heteroge- neous feature fusion,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca739441-6892-4b64-8e61-b66c2923899a · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization MFFENet: Multiscale feature fusion and enhancement network for rgb–thermal urban road scene parsing,
Reference 9
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 5746afc7-1d40-4a9e-a8a6-a86c4eb4134a · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization MDNet: Mamba-effective diffusion-distillation network for rgb-thermal urban dense prediction,
Reference 10
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 f7ed54e7-a460-4867-92c8-6b7dc96ef52b · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization FuseNet: Incorporating Depth into Semantic Seg- mentation via Fusion-Based CNN Architecture,
Reference 11
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 cbd05918-d2de-4990-ab2a-d8555d844293 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization RoadFormer: Duplex Transformer for RGB-Normal Se- mantic Road Scene Parsing,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e74b6fc-6280-4516-a533-9be7d3afd704 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd8132df-4a14-40d6-be72-07eddc9a5faa · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Depth-assisted semi-supervised rgb-d rail surface defect inspection,
Reference 14
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 155274cc-f452-450f-af64-dfc87a81c337 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation
Reference 15
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 a67015d5-1c13-4934-aab4-ec10eb4bdba8 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Semi-supervised semantic segmentation needs strong, high-dimensional perturbations,
Reference 16
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 16126050-494c-4881-a46d-90c402dfc289 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Improved Regularization of Convolutional Neural Networks with Cutout
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c1bc66f-b498-4b14-a4df-56591b32faf2 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Cutmix: Regularization strategy to train strong classifiers with localizable features,
Reference 18
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 a7e8c86a-606a-49ed-9a99-d1471556e5b3 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Revisiting weak-to-strong consistency in semi- supervised semantic segmentation,
Reference 19
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 01711e75-00b9-4a93-8714-018720834800 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Fixmatch: Simplifying semi-supervised learning with consistency and confidence,
Reference 20
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 a803312c-0507-44f3-9ac3-665af39d0b28 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Dinov2: Learning robust visual features without supervision,
Reference 21
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 8fd6c249-5673-48f8-b13e-3dcb71bebc37 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Vision transformers for dense prediction,
Reference 22
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 f3bc548c-e0fa-451e-a7a1-ba4fac7e0947 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Self-enhanced feature fusion for rgb-d semantic segmentation,
Reference 23
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 6caed587-579d-45e8-9958-6c389627e23e · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization DFormer: Rethinking RGBD representation learning for semantic segmentation,
Reference 24
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 6c985786-d438-49fc-aa45-dc07815391de · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Mean teachers are better role mod- els: Weight-averaged consistency targets improve semi-supervised deep learning results,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e22e948d-36f2-473c-9591-49afc8fa1432 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Frnet: Feature reconstruction network for rgb-d indoor scene parsing,
Reference 26
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 778c6bfb-d801-4078-b914-f7a8c686ab4b · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Feature contrast difference and enhanced network for RGB-D indoor scene classification in internet of things,
Reference 27
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 dd5fa2c3-6626-42af-bd56-8b0dd5312197 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Continuous pseudo-label rectified domain adaptive semantic segmentation with implicit neural representations,
Reference 28
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 8e599e41-4e86-47ce-8460-f7c1863ed1aa · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Complementary random masking for rgb-thermal seman- tic segmentation,
Reference 29
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 f3d8c6cf-b583-40ca-ab48-2dc39da94976 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Self-supervised model adaptation for multimodal semantic segmentation,
Reference 30
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 33d640e7-e37b-4e8e-a2c7-1c3b40fabbc5 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Active boundary loss for semantic segmentation,
Reference 31
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 06f0c81b-3c40-455e-b56f-8042eba7a096 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Conditional boundary loss for semantic segmentation,
Reference 32
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 ed44b668-998b-4c86-8063-458d0e24a3e6 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Guided contrastive boundary learning for semantic segmentation,
Reference 33
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 2f6fa6eb-9ef7-4bfb-94b9-3dda2982ffb3 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Effective whole-body pose estimation with two-stages distillation,
Reference 34
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 2c56e93e-aa87-4463-a204-e6d79c0cefcc · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Augmented reality meets computer vision: Efficient data generation for urban driving scenes,
Reference 35
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 3bc236b0-dbb1-4ae7-9f64-b157ee0aadd8 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Playing to Vision Foundation Model’s Strengths in Stereo Matching,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb0619e9-1880-4792-9c97-0afb7ed04a17 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Decoupled Weight Decay Regularization,
Reference 37
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 811d938e-19a6-4252-99d9-8755ed8fc6c2 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs,
Reference 38
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 5d98b2a6-e041-4859-8e41-76d2f36a09a4 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Acnet: Attention based network to exploit complementary features for rgbd semantic segmentation,
Reference 39
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 48e34cfc-a73e-4ae5-ab2f-f38684171833 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization CMX: Cross-modal fusion for RGB-X semantic segmentation with Transformers,
Reference 40
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 8a714b12-82fd-445c-b1b3-0d4f5267d774 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1a985bb-9f0b-4e08-9660-17ca079194cf · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Geminifusion: Efficient pixel-wise multimodal fusion for vision transformer,
Reference 42
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 df0a1120-b92a-4851-8243-290782af4559 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Sun RGB-D: A RGB-D scene understanding benchmark suite,
Reference 43
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 f3246946-3ce4-4c26-8e6c-c2737076fef9 · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Improving semantic segmentation via video propagation and label relaxation,
Reference 44
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 68082ad9-50ab-4429-aa9c-169a2d1bac4d · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Multi-target pan-class intrinsic relevance driven model for improving semantic segmentation in autonomous driving,
Reference 45
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 8f207aa7-6539-4309-a369-ac6de3bced6e · outbound
DepthMatch: Semi-Supervised RGB-D Scene Parsing through Depth-Guided Regularization Warp-refine propagation: Semi-supervised auto- labeling via cycle-consistency,
Reference 46
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.
No inbound Pith citation observations are available.