Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T02:43:38.762689Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2604.19349.
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 2026-05-10T02:43:38.762689Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 95242d2a-4a55-4901-b282-d748e5f1493a · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Three-dimensional scene flow
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cb5d8faf-2aa2-405a-9fb5-284197407887 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Difflow3d: Toward robust uncertainty-aware scene flow estimation with iterative diffusion-based refinement
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 59012a5b-1cf7-4a88-b2aa-145f7a5f622e · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Deep rigid instance scene flow
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 24553587-1a9c-46fa-85ce-0d9750ff5306 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Raft-3d: Scene flow using rigid-motion embed- dings
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 464f9a8c-f4fe-4284-b518-e85a75c3acef · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Flownet3d: Learning scene flow in 3d point clouds
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 22eb20f3-ab7d-4044-8631-5579461a1423 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Self-supervised monocular scene flow estimation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e3bcc20f-6b25-4e0b-8b43-c2a4139150d9 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Raft-msf: Self-supervised monocular scene flow using recurrent optimizer
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fb37877a-5a94-4c32-aedd-bad6edfbfb0b · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Emr-msf: Self-supervised recurrent monoc- ular scene flow exploiting ego-motion rigidity
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3fcdda48-86e4-4d3e-b274-1ac7eda3ac9a · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Self-supervised multi-frame monocular scene flow
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bd885828-1adc-43f4-938d-c1964aed4a4f · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow M-fuse: Multi-frame fusion for scene flow estimation
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b6c1146d-a9fd-4431-ae27-e8bac20bddbd · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow 3d scene flow estimation with a piecewise rigid scene model
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9ac1ed38-e0ac-432a-8a83-50da54f4ee14 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Rms-flownet++: Efficient and robust multi-scale scene flow estimation for large-scale point clouds
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 14ccac75-f2ee-4f65-aa5d-1f35a68bfd17 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Df-net: Unsupervised joint learning of depth and flow using cross-task consistency
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ce9d3650-992e-4b8c-b2d9-06caec531f9d · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Geonet: Unsupervised learning of dense depth, optical flow and camera pose
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fc92410e-f53f-447d-93d5-3ad026234235 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Pwc-net: Cnns for optical flow using pyramid, warping, and cost volume
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 587b9732-57d7-4567-8632-fe6aa1433daf · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Glofp- msf: Monocular scene flow estimation with global feature perception
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f3ca11ef-c9fc-41d9-8987-e1160b3145ad · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Integrating semantic segmentation model for self-supervised scene flow estimation via cross task distil- lation
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b05672b0-3bc3-45dd-8047-90b4bfca68aa · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Mamba-sf: Monocular scene flow learning with state space models
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5613291b-161d-4cd2-9410-e67bdabd30a8 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow A deep temporal fusion frame- work for scene flow using a learnable motion model and occlusions
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6c593745-e02a-4999-94b0-b0c1d2240946 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow A fusion approach for multi-frame optical flow estimation
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 40f102cf-0b06-45e0-9936-e8a7d5a093bc · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Unsupervised learning of multi-frame optical flow with occlusions
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 16c70de1-e028-4bb9-a267-71ed1e84a751 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Selflow: Self-supervised learning of optical flow
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1c37c5f7-0d32-4122-a9eb-6035e73e2d7c · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow ProFlow: Learning to Predict Optical Flow
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6c3ee706-4176-4276-8752-15d2af4e7be1 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Smurf: Self-teaching multi-frame unsupervised raft with full-image warping
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3fadef8f-396e-4b80-be6f-fa4818130272 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Raft: Recurrent all-pairs field transforms for op- tical flow
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9ee8404f-04d8-4bbc-983c-46fa7bd1a285 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Transflow: Transformer as flow learner
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8003359f-897b-45c7-9cb3-d2ca49e7e495 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Videoflow: Exploiting temporal cues for multi-frame optical flow estimation
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d5abca3b-0667-43e9-bf1d-d54c8115e181 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow M2flow: A motion information fusion framework for enhanced unsupervised optical flow estimation in au- tonomous driving
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 81692cf1-38e8-49ed-84a4-892a2afbf705 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Self-attention- based multiscale feature learning optical flow with occlusion feature map prediction
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1ff73f57-8eb2-43f5-846c-676216dd6420 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Apcaflow: All-pairs cost volume aggregation for optical flow estimation
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e60b0616-be3e-4939-870c-f84d0c849dbf · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Unflow: Unsupervised learning of optical flow with a bidirectional census loss
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 40690e16-3273-48ad-b481-33b8f608239f · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Occlusion aware unsupervised learning of optical flow
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e94e7dbb-2bde-428c-afc1-3c481d6acc1b · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Zero-shot monocular scene flow estimation in the wild
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eec17f84-2391-4870-a6d7-0bd4ec914b8b · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Learning to esti- mate hidden motions with global motion aggregation
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 665301d3-3a68-440f-b55c-fe4fc2c259df · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Digging into self-supervised monocular depth estimation
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 44b58aed-ec62-43d8-923b-a27cb36bd3fc · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Segment anything
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 371c9b8a-5b00-4c35-8bdd-e98ac08db833 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Vision meets robotics: The kitti dataset
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 01f63e2d-f8c6-40c0-9bd3-ac7c04dee991 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Unsupervised monocular depth estimation with left-right consistency
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9652cd5d-babf-4f11-ac65-3377ae3f8038 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Object scene flow for autonomous vehicles
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9a125fe2-c218-43eb-ba3d-0cd2f7a6c2c3 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Decoupled weight decay regularization
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d5c56834-e555-468f-87e4-4ea27c6b1e4c · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Every pixel counts++: Joint learning of geometry and motion with 3d holistic understanding
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6bc2af8d-5d97-412c-b3a4-09a0ffc65f5e · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Mono-sf: Multi-view ge- ometry meets single-view depth for monocular scene flow estimation of dynamic traffic scenes
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9fee12dd-c93f-4998-bd1e-f8f86867a637 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Self-distilled feature aggregation for self- supervised monocular depth estimation
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation adef55f6-f2aa-4b0d-9a42-5f31b6150d23 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Videoflow: Exploiting temporal cues for multi-frame optical flow estimation
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d35f9de2-587c-4cde-b3dc-be9150ac2e58 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Memflow: Optical flow estimation and prediction with memory
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b28cb204-a9bc-4943-9ed2-d1fc3a13094f · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow The cityscapes dataset for semantic urban scene understanding
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 47781cec-c96a-417e-9c85-0226eb728156 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Nuscenes: A multimodal dataset for autonomous driving
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5e4cd316-7679-49a4-b42f-9518be1df3f9 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Spring: A high-resolution high-detail dataset and benchmark for scene flow, optical flow and stereo
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bb9ca923-54b2-4494-92c4-4996be1dc688 · outbound
RAFT-MSF++: Temporal Geometry-Motion Feature Fusion for Self-Supervised Monocular Scene Flow Final only
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
No inbound Pith citation observations are available.