Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:32:26.392220Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2504.12599.
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 2026-08-16T12:32:26.392220Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7a987b26-8499-4666-af90-7850b13e5dc4 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Domain adaptive lidar point cloud segmentation with 3d spatial consistency,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d499a49b-a01f-4bb9-886c-0deeacf801f1 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Region-enhanced feature learning for scene semantic segmentation,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 87bae1c0-812e-4838-97c4-f692e967afb2 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Lif-seg: Lidar and camera image fusion for 3d lidar semantic segmentation,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b13b7c22-8bf0-4d58-abb6-160fd859ba2a · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Adaptive margin contrastive learning for ambiguity-aware 3d semantic segmentation,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 517a53a3-fc56-4ca5-b316-46807c36fc8a · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Lifting by Gaussians: A Simple, Fast and Flexible Method for 3D Instance Segmentation
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46ef22ad-bfb7-4f35-b44b-23778eecce1d · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Efficient 3d semantic segmentation with superpoint transformer,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4fd0e73c-4855-4a2f-a316-4b8fac41fa0f · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Large-scale point cloud semantic seg- mentation with superpoint graphs,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6ae38225-e6fd-408a-9d62-848fc11a2342 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Toward better boundary preserved supervoxel segmentation for 3d point clouds,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e91528bb-4219-4830-89c2-e179720bf1a9 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation IPDN: Image-enhanced Prompt Decoding Network for 3D Referring Expression Segmentation
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4dee1622-d5cf-41e2-bddb-97bef73fec1f · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f429324d-37c1-4255-8d44-11ba87365caf · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation 3d-gres: Generalized 3d referring expression segmentation,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4b4dfd4b-91b3-478b-9399-fb27ca22dcdb · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Refmask3d: Language-guided transformer for 3d referring segmentation,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8e34238a-b5b8-4cf3-87aa-d510be40a93f · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Segpoint: Segment any point cloud via large language model,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f9da278d-09b3-40c2-a72f-a09ddfe5d1d7 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation 3d-stmn: Dependency-driven superpoint-text matching network for end-to-end 3d referring expression segmentation,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation df7943d9-cd90-46d7-a50c-5df5f04f7002 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Text-guided graph neural networks for referring 3d instance segmentation,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 079812dc-0070-421c-ad91-9d2183dff509 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Scannet: Richly-annotated 3d reconstructions of indoor scenes,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2f49eb1-d522-4485-9b16-c0d0273cb340 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Referit3d: Neural listeners for fine-grained 3d object identification in real-world scenes,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e4940e73-38e9-4412-9099-11428e79feb9 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Microsoft coco: Common objects in context,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4eddd14f-3ec5-41bf-8d81-9f422632c851 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Imagenet: A large-scale hierarchical image database,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41090e6a-37b7-4cc9-ac3e-af4f97b8f0d3 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation The cityscapes dataset for semantic urban scene understanding,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43047fd1-1670-420c-954b-ec1a30098894 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Scanrefer: 3d object localization in rgb-d scans using natural language,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8dbe6beb-dc4e-4367-bd56-befbe37c6ebc · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Learning with pseudo- ensembles,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 779565b0-a263-4133-9bc3-f12c5689c20e · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd0b864d-f1e8-4ab8-b841-462c513d6cb6 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Mixmatch: A holistic approach to semi-supervised learning,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f61fb15d-3a74-47c0-b64a-67b9d7e6e3f0 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Fixmatch: Simplifying semi-supervised learning with consistency and confidence,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 312fa1ac-6176-4047-9f43-8318b0cf5cc8 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Sspc-net: Semi-supervised semantic 3d point cloud segmentation network,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 073968e5-0dd8-4d3b-84f0-e7b781f68f19 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Sess: Self-ensembling semi- supervised 3d object detection,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4139387b-df8a-4c72-8f2f-a05dbd7e993a · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Active teacher for semi-supervised object detection,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b156efd2-bdc4-4c5e-959c-6cdbad3bea54 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Beyond the label itself: Latent labels enhance semi-supervised point cloud panoptic segmentation,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7fde7a66-be5b-428b-af08-a79c8d07b863 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Lasermix for semi-supervised lidar semantic segmentation,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5b63a927-df36-458e-a84f-e5f66662b2c4 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Hierarchical point-based active learning for semi-supervised point cloud semantic segmentation,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1435c955-4f52-4cd0-b170-fdc79b62d136 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Guided point contrastive learning for semi-supervised point cloud semantic seg- mentation,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9fac6bf0-567d-46f2-a57d-9e81c02de892 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Sdcl: Students discrepancy-informed correction learning for semi-supervised medical image segmentation,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2f8704ea-bf3a-4362-9785-91c7ec1902fa · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Data-uncertainty guided multi-phase learning for semi-supervised object detection,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 22090617-8f1c-4678-91f9-e6f843a01948 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Consistency-based active learning for object detection,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 34e5af3c-3d9f-40e6-8cf2-ccc77e3ebaab · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Multiple instance active learning for object detection,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 32de10a1-8913-4495-91b0-e8e5d3c9d23a · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation AugRefer: Advancing 3D Visual Grounding via Cross-Modal Augmentation and Spatial Relation-based Referring
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 58d3039c-03bc-494a-aca5-bce9aa4d8d7f · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Dense object grounding in 3d scenes,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4312c962-b62b-4cd7-a9f9-fc764e64006e · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation 3d-sps: Single-stage 3d visual grounding via referred point progressive selection,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation de0d1f27-4f88-445a-b0f2-7a6d3244c4fe · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Multi3drefer: Grounding text description to multiple 3d objects,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ec2feaf5-0daa-4e81-b23c-c2bf67be6455 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Language conditioned spatial relation reasoning for 3d object grounding,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7366ae71-79b9-4cd2-8ab1-dcaf91c12827 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Aware visual grounding in 3d scenes,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35df36be-3430-49c7-8235-a650c2bd233c · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation X-refseg3d: Enhancing referring 3d instance segmentation via structured cross-modal graph neural networks,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a1b77bf2-fd3f-4238-8b3f-da55c15748aa · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Pseudo-ris: Distinctive pseudo-supervision generation for referring image segmentation,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3cdf8809-b751-495b-836d-9e1bf3913149 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f1c5718-02d8-456a-9a8f-5ab07c1345fd · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Refteacher: A strong baseline for semi-supervised referring expression comprehension,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dbd29f08-30c9-4918-bb98-fd3dc98eed38 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Generating Visual Spatial Description via Holistic 3D Scene Understanding
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 137a1f7d-fa72-40c6-afbd-8025e7cdb4e6 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation V-net: Fully convolutional neural networks for volumetric medical image segmentation,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dabcfcf1-30da-4086-851f-eefcc338f80b · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Superpoint transformer for 3d scene instance segmentation,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1e38dc45-b46e-4fc1-b3e2-d1bab3b99467 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Unsupervised data augmentation for consistency training,
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e56d988f-8b3c-403b-83f6-eb167a9b8a69 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learn- ing results,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e2a65550-c0ad-4e96-a844-2a39b866d032 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Adaptive subgradient methods for online learning and stochastic optimization
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 828ddd64-6cde-4f6e-8d80-8d640dce5168 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Intent3D: 3D Object Detection in RGB-D Scans Based on Human Intention
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74047c55-2786-4d24-80fc-68d0ec00be40 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Robin3D: Improving 3D Large Language Model via Robust Instruction Tuning
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cf2327c-4d07-471c-ae6a-39c571dadd56 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Virtual reality for health care: a survey,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e9600519-866c-4f94-b75e-1375f368ce24 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation Social virtual reality: ethical considerations and future directions for an emerging research space,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3eedc8f0-51e0-4ae3-95a8-501559c5463f · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation A review on human–ai interaction in machine learning and insights for medical applications,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 87a194cb-d67c-49a6-9788-04a492994d9d · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation A systematic review of human–computer interaction and explainable artificial intelligence in healthcare with artificial intelligence techniques,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c5c5c5f9-4eeb-4cda-bf02-6cf2006a3134 · outbound
3DResT: A Strong Baseline for Semi-Supervised 3D Referring Expression Segmentation ACTRESS: Active Retraining for Semi-supervised Visual Grounding
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
No inbound Pith citation observations are available.