Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-15T06:20:30.906148Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2605.13854.
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 2026-05-15T06:20:30.906148Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
43 of 43 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation be43dc4c-6e16-41fe-a1cc-7390edc721e0 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Dycrowd: Towards dynamic crowd reconstruction from a large-scene video
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 32354947-6596-4c03-aa77-a260bb714d88 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Crowd3d: Towards hundreds of people reconstruction from a single image
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 15a14c3a-ef30-4bde-b9cd-c14816ba73d3 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Reconstructing groups of people with hypergraph relational reasoning
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 12177e43-5f97-4487-95d1-fc7698a4b57a · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Closely interactive human reconstruction with proxemics and physics-guided adaption
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3050c237-608b-435c-b10f-550214372ce6 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Reconstructing close human interaction with appearance and proxemics reasoning
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3e4698dc-9068-49ed-823c-9d525f52201b · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Object-occluded human shape and pose estimation with probabilistic latent consistency
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7d607656-589f-42c7-8654-9c594863252e · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Putting people in their place: Monocular regression of 3d people in depth
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2bc469ef-72a7-40ea-a854-1d437c24accb · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Depth anything: Unleashing the power of large-scale unlabeled data
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 98d87b8d-fd62-48bc-ae98-762f693908a1 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 05c2fe8a-c101-4ceb-8ea8-f35bb03b9573 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Score-guided diffusion for 3d human recovery
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5eb40dd5-b9ac-4b56-869f-cf8a6a0882a3 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Monocular, one-stage, regression of multiple 3d people
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2fcb52d8-939d-431a-8bf0-27a543a3483d · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Futr3d: A unified sensor fusion framework for 3d detection
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7be36230-3513-4a8a-bbf8-e6b5828f50e8 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Immfusion: Robust mmwave-rgb fusion for 3d human body reconstruction in all weather conditions
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 08f0e44b-8675-46d5-80b3-3373f95bd0d4 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Hypergraph neural networks
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d60baf06-28d3-4b92-a731-d5449dfda5a7 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Openpose: Realtime multi-person 2d pose estimation using part affinity fields
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8a637aae-4292-441b-a737-37b703714611 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Pixels to Graphs by Associative Embedding
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 49d1fa59-84ea-4ae5-8b50-75f546f6e6c9 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Camera distance-aware top- down approach for 3d multi-person pose estimation from a single rgb image
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 11dbc28f-3df8-4406-92c4-869863ff8fe2 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Groupnet: Multiscale hypergraph neural networks for trajectory prediction with relational reasoning
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ad3c3a37-3006-444b-bb62-afc9ce2331ae · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Multi-agent dynamic relational reasoning for social robot navigation
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation eb5b753d-7151-4838-9406-6079a6209c29 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Hypergraph based human mesh hierarchical representation and reconstruction from a single image
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 03b4940b-2f18-4960-8dcc-e1948a07919e · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Deep social grouping network for large scenes with multiple subjects
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1b4e0821-fc3e-4d64-9558-f731eabdd0a3 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Cliff: Carrying location information in full frames into human pose and shape estimation
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 316fac00-4133-4e38-9ad1-9de1eae50d43 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Microsoft coco: Common objects in context
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d2634164-3a36-4418-b086-92def636f3cb · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery 2d human pose estimation: New benchmark and state of the art analysis
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9a651eff-483b-4133-835b-a94cb14cbea7 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Panoptic studio: A massively multiview system for social motion capture
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cb5b052e-b62e-4a4b-b22c-93e629e69bd9 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Crowdpose: Efficient crowded scenes pose estimation and a new benchmark
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e6ce4929-afc0-40ae-b46d-065bbf3d7b45 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Monocular 3d pose and shape estimation of multiple people in natural scenes: The importance of multiple scene constraints
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 41c6e4fe-fa33-4c62-9893-d93162a83070 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Deep network for the integrated 3d sensing of multiple people in natural images
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0ae17c21-df32-4480-a6a2-51fc3135e81b · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Coherent reconstruction of multiple humans from a single image
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 78a777a2-24da-4e7a-b575-42d67edc11d0 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Body meshes as points
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9ebb1a55-c224-4f23-a555-3bf0e3903d69 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Pose2uv: Single-shot multiperson mesh recovery with deep uv prior
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 376258f8-eac2-4be4-826e-440b5d768319 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Learning to estimate robust 3d human mesh from in-the-wild crowded scenes
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0fa84d33-0275-46bb-bb99-ed320ce0a3dc · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Scene-aware 3d multi-human motion capture from a single camera
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ee3d5777-3c9e-4df9-a333-98c30dd7d3a9 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Smap: Single-shot multi-person absolute 3d pose estimation
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b435adaf-5d28-470f-9f6b-f842c679eb7d · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Sat-hmr: Real-time multi-person 3d mesh estimation via scale-adaptive tokens
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 560ef4dd-93bb-40fc-8f23-23ccd6f55c3b · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Crowdrec: 3d crowd reconstruction from single color images
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a7ee61fd-91b7-4c2e-ba2b-4d86c8657ed0 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Specif- ically, we provide quantitative evaluations on crowd-level spatial metrics and qualitative visualizations to demonstrate step-by-step improvements of our CoMHR framework
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d885346d-39ad-4a83-b7dc-513999602624 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery 6 shows three representative examples from the CrowdPose dataset, which is known for its crowded scenes, frequent inter-person occlusions, and challenging pose variations
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 17defa4b-f9f4-49f3-a95f-dce7b896ba6b · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b01137bd-dd87-46a7-b3b3-a5f26ea94c72 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Environmental Degradation.We tested the model’s resis- tance to severe environmental noise on the Panoptic dataset (Baseline MPJPE = 104.18 mm)
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 73119048-98d0-49b0-8465-9c329f41fdf4 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery On a single NVIDIA RTX 4090 GPU, our full relation reasoning stage takes approximately 28 ms per frame for standard groups (6-16 individuals)
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 963a002b-a9ac-405d-9518-badffd8e9a21 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery For instance, foreground truncation and sensor contamination increase the error by merely 2.41 mm and 1.18 mm, respectively
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ace72428-b869-469b-ba2d-7b1df8b48d85 · outbound
Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
No inbound Pith citation observations are available.