Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:48:54.479824Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2504.19749.
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 2026-08-16T05:48:54.479824Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:11:41.708670Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T13:11:46.872677Z
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c769ebd5-7c35-4035-91c2-32b9fb30e84e · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction https://www.youtube.com/watch? v=j0z4FweCy4M, 2021
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation def1de39-5fc6-4c47-b6be-59714806d4d9 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Se- mantickitti: A dataset for semantic scene understanding of lidar sequences
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 08be881c-1121-4b41-9462-99a9ae912c3f · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction The lov ´asz-softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6564dd8a-6551-4d36-9263-8ee3824f0faa · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Lang, Sourabh V ora, Venice Erin Liong, Qiang Xu, Anush Krishnan, Yu Pan, Gi- ancarlo Baldan, and Oscar Beijbom
Reference 4
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e8b7e9bd-6168-43da-bce1-f5bca411ad11 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Monoscene: Monoc- ular 3d semantic scene completion
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d839a63d-9cec-4d7c-bf52-07c03f971e63 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Slowfast networks for video recognition
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b89c61b5-3a59-4bd5-8abf-5cad1880478a · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Deep residual learning for image recognition
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a037433-546a-482d-8853-88992008f131 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9eff13fd-eb5c-4ee5-8703-cf761ed9749f · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Tri-perspective view for vision-based 3d se- mantic occupancy prediction
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 239656a5-cf5b-433b-93f1-45fb30631d34 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Sym- phonize 3d semantic scene completion with contextual in- stance queries
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3c1a1d55-9225-4c00-a2f7-c7a5d82e3906 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Viewformer: Exploring spatiotem- poral modeling for multi-view 3d occupancy perception via view-guided transformers
Reference 11
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9c237ea2-e852-4fe2-a799-1c84113b1c1f · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Bevstereo: Enhancing depth estimation in multi-view 3d object detection with temporal stereo
Reference 12
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c8dc0c7b-5dcb-4d39-8be6-7b77bff9334d · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Bevdepth: Acquisition of reliable depth for multi-view 3d object detec- tion
Reference 13
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Unavailable: canonical work link unavailable.
Observation 93341a55-18d7-4363-a1c3-19b52cf7cbc8 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction V oxformer: Sparse voxel transformer for camera- based 3d semantic scene completion
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c9865a3e-7ebb-4b2c-a901-9064b05596c3 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal transformers
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation aad681ac-24e5-4255-b829-63fd49e42f86 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction FB-OCC: 3D Occupancy Prediction based on Forward-Backward View Transformation
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ae290b7-0517-4cc4-80a7-64515ac4f204 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Fb-bev: Bev representa- tion from forward-backward view transformations
Reference 17
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Unavailable: canonical work link unavailable.
Observation 123d4d5f-5a68-4ca6-ac71-5f27ed1284bc · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Cascadeflow: 3d occupancy and flow prediction with cascaded sparsity sampling refinement framework
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 23417b7d-f813-4ce8-848f-98833b117772 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Sparse4D: Multi-view 3D Object Detection with Sparse Spatial-Temporal Fusion
Reference 19
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Unavailable: canonical work link unavailable.
Observation 5ecacea3-06bd-4187-8f98-81a67be53607 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Sparsebev: High-performance sparse 3d object detec- tion from multi-camera videos
Reference 20
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6c849cf5-54ed-4182-a50c-76ae95176b7c · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Fully sparse 3d occupancy prediction
Reference 21
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Unavailable: canonical work link unavailable.
Observation f40433d1-8d08-4ed7-bf90-66addcfdc40b · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Petr: Position embedding transformation for multi-view 3d object detection
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0cde72c5-234e-4b16-877b-a22ea21801dd · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Petrv2: A unified framework for 3d perception from multi-camera images
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2d61ea15-8feb-4039-8f44-2f3b252efbfd · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Let Occ Flow: Self-Supervised 3D Occupancy Flow Prediction
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da224084-ba71-4099-ab15-7c4d209ac6b3 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Decoupled Weight Decay Regularization
Reference 25
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Unavailable: canonical work link unavailable.
Observation edb2a0bc-c1cd-499d-ae31-cd23fe5fee83 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Cotr: Compact occupancy transformer for vision-based 3d occupancy prediction
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2892c612-1880-4ee5-9da1-8e01d806acb1 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Unresolved cited work
Reference 27
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 938e1f1a-dd8d-4aeb-822c-43d9a759b06c · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Camera- based 3d semantic scene completion with sparse guidance network
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1fff68c7-2cf4-4d93-929d-62e171fa9b0e · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Occupancy networks: Learning 3d reconstruction in function space
Reference 29
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Unavailable: canonical work link unavailable.
Observation 34782d49-7441-401e-9968-150ab968da63 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction OccDepth: A Depth-Aware Method for 3D Semantic Scene Completion
Reference 30
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Unavailable: canonical work link unavailable.
Observation 68fbd4e4-27f6-4c6f-9b2b-09c26d24e18b · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Nerf: Representing scenes as neural radiance fields for view syn- thesis
Reference 31
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c14376f9-bd26-4d83-9607-df1600de5065 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction RenderOcc: Vision-Centric 3D Occupancy Prediction with 2D Rendering Supervision
Reference 32
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Unavailable: canonical work link unavailable.
Observation 7c63ebfe-dba3-488f-84bf-0fd9a83e37dd · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection
Reference 33
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Unavailable: canonical work link unavailable.
Observation dc30f14f-429b-4453-975e-42594cbe5f44 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Learning occupancy for monocular 3d object detection
Reference 34
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2fb8cd09-716c-4919-8fe0-6480005a1e4d · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Convolutional occupancy networks
Reference 35
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ab1a7dc3-d159-4a89-861a-0fbf49f0e2aa · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Lift, splat, shoot: Encoding images from arbitrary camera rigs by implicitly unprojecting to 3d
Reference 36
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Unavailable: canonical work link unavailable.
Observation a7007423-1d4f-4cb6-84a4-6d26a89ca316 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Occupancy as set of points
Reference 37
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Unavailable: canonical work link unavailable.
Observation 29f9ef8d-c7d6-4910-97ca-73cd13cdfdd3 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Scene as occupancy
Reference 38
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation aaa5d959-ee08-456f-a267-5dea13234cd3 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Sparseocc: Re- thinking sparse latent representation for vision-based seman- tic occupancy prediction
Reference 39
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7713b26f-c2d5-4ea1-a8ab-e5f602af26d8 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Occ3d: A large-scale 3d occupancy prediction benchmark for autonomous driving
Reference 40
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3dcdcfae-0dd4-4606-8565-928c25494b85 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Opus: Occupancy prediction using a sparse set
Reference 41
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 12371865-2faf-42ae-b0ac-29d492c8eae6 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Bev-lanedet: An efficient 3d lane detection based on virtual camera via key-points
Reference 42
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 593979b3-2a2a-492b-b991-c86a8aa39f94 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Detr3d: 3d object detection from multi-view images via 3d-to-2d queries
Reference 43
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d08ef62c-9941-4e0c-9472-0df884999a05 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Surroundocc: Multi-camera 3d occu- pancy prediction for autonomous driving
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4f5ad5bd-fc60-424b-8f62-01b76aeb442b · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Heightformer: Explicit height modeling without extra data for camera-only 3d object detection in bird’s eye view
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e5e266ef-e5a2-4cf9-be7f-21a5d35e32f1 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Regulating intermediate 3d features for vision-centric au- tonomous driving
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f6a23738-1a77-4e3f-8a69-203a6d2ffc63 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Bevformer v2: Adapting modern image backbones to bird’s-eye-view recognition via perspective su- pervision
Reference 47
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Observation 9bdd5467-d02f-4719-8b24-36ac2379fca1 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Widthformer: Toward efficient transformer-based bev view transformation
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d96130fe-df97-4b25-88be-72dd3f985041 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Visual point cloud forecasting enables scalable autonomous driving
Reference 49
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 72a185b8-27ad-462c-a37c-8860c4f4a212 · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments
Reference 50
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Unavailable: canonical work link unavailable.
Observation 065590a7-a139-4908-a494-a9bc8f42580c · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving
Reference 51
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Observation f1d7d066-7573-4c02-8d1a-d687629752dc · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Occformer: Dual-path transformer for vision-based 3d semantic occu- pancy prediction
Reference 52
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 877cfffa-fdc6-4d74-be26-24c0ea35ffff · outbound
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Deformable detr: Deformable transformers for end-to-end object detection
Reference 53
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 711e19c7-9a4f-4990-bbb3-3487ad380752 · inbound
SHTOcc: Effective 3D Occupancy Prediction with Sparse Head and Tail Voxels STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.