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Paper Citation Record · LEDGER

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction

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.

pith.paper-citation-record.v1
2504.19749 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:48:54.479824Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:11:41.708670Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T13:11:46.872677Z

Reference resolution

53 of 53 outbound references displayed

  • verified exact0
  • verified fuzzy34
  • unresolved19
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c769ebd5-7c35-4035-91c2-32b9fb30e84e · outbound

This paper cites https://www.youtube.com/watch? v=j0z4FweCy4M, 2021.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction https://www.youtube.com/watch? v=j0z4FweCy4M, 2021

Reference 1

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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.

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Observation def1de39-5fc6-4c47-b6be-59714806d4d9 · outbound

This paper cites Se- mantickitti: A dataset for semantic scene understanding of lidar sequences.

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

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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.

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Observation 08be881c-1121-4b41-9462-99a9ae912c3f · outbound

This paper cites The lov ´asz-softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks.

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

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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.

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Observation 6564dd8a-6551-4d36-9263-8ee3824f0faa · outbound

This paper cites Lang, Sourabh V ora, Venice Erin Liong, Qiang Xu, Anush Krishnan, Yu Pan, Gi- ancarlo Baldan, and Oscar Beijbom.

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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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.

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Observation e8b7e9bd-6168-43da-bce1-f5bca411ad11 · outbound

This paper cites Monoscene: Monoc- ular 3d semantic scene completion.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Monoscene: Monoc- ular 3d semantic scene completion

Reference 5

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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.

source=pdf_text observed=2026-08-16T05:48:53.746398Z digest=sha256:acd5ad6f8ce840d1c7e75d1bd2a38b7fb3d916622491db5b4027d9e03db5ff4b

Observation d839a63d-9cec-4d7c-bf52-07c03f971e63 · outbound

This paper cites Slowfast networks for video recognition.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Slowfast networks for video recognition

Reference 6

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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.

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Observation b89c61b5-3a59-4bd5-8abf-5cad1880478a · outbound

This paper cites Deep residual learning for image recognition.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Deep residual learning for image recognition

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:53.789488Z digest=sha256:fa4d0a96ed5f998a9bf9680eb45976d21d09d67b7d5e98b3b4922bcd348a892f

Observation 9a037433-546a-482d-8853-88992008f131 · outbound

This paper cites BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View.

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:53.829693Z digest=sha256:44ad4cd96b530052575256d5c1d0bcd9217f8320e841b28fc90b1f12b6639699

Observation 9eff13fd-eb5c-4ee5-8703-cf761ed9749f · outbound

This paper cites Tri-perspective view for vision-based 3d se- mantic occupancy prediction.

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

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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.

source=pdf_text observed=2026-08-16T05:48:53.833331Z digest=sha256:6212fcef5e371011445edbfa7c7eac2d2c87760b2125d58d70b88605f32e264a

Observation 239656a5-cf5b-433b-93f1-45fb30631d34 · outbound

This paper cites Sym- phonize 3d semantic scene completion with contextual in- stance queries.

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

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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.

source=pdf_text observed=2026-08-16T05:48:53.836322Z digest=sha256:508b27d9533ccf917275027db6180ca056e5c0b2f5a731223ab5b4080088bec7

Observation 3c1a1d55-9225-4c00-a2f7-c7a5d82e3906 · outbound

This paper cites Viewformer: Exploring spatiotem- poral modeling for multi-view 3d occupancy perception via view-guided transformers.

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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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.

source=pdf_text observed=2026-08-16T05:48:53.839898Z digest=sha256:e65f792bc878d410cc8a61dec2efeefe57f105603c06d6f6a8a646364d20ae7d

Observation 9c237ea2-e852-4fe2-a799-1c84113b1c1f · outbound

This paper cites Bevstereo: Enhancing depth estimation in multi-view 3d object detection with temporal stereo.

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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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.

source=pdf_text observed=2026-08-16T05:48:53.843915Z digest=sha256:dddc10470279bd65b7641b6a91805fe2c6772571054c88a68b9dc5590825ff3a

Observation c8dc0c7b-5dcb-4d39-8be6-7b77bff9334d · outbound

This paper cites Bevdepth: Acquisition of reliable depth for multi-view 3d object detec- tion.

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:53.847481Z digest=sha256:14f3f6d2a462b65220a8a66e797a76759592456a923b21da765333bad969ec41

Observation 93341a55-18d7-4363-a1c3-19b52cf7cbc8 · outbound

This paper cites V oxformer: Sparse voxel transformer for camera- based 3d semantic scene completion.

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

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raw_fallback, observed 2026-08-16T05:48:55.989086Z

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.

source=pdf_text observed=2026-08-16T05:48:53.851172Z digest=sha256:a516b8a04905279f0e8077338c96ddffad7e75f78c96e2d4f6f6b9f934b0e363

Observation c9865a3e-7ebb-4b2c-a901-9064b05596c3 · outbound

This paper cites Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal transformers.

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

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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.

source=pdf_text observed=2026-08-16T05:48:53.854755Z digest=sha256:7e8b41ea2d516092b72345766df8295df0e358a099ff7e3ff80eec00d98561b8

Observation aad681ac-24e5-4255-b829-63fd49e42f86 · outbound

This paper cites FB-OCC: 3D Occupancy Prediction based on Forward-Backward View Transformation.

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

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Unavailable: canonical work link unavailable.

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Observation 4ae290b7-0517-4cc4-80a7-64515ac4f204 · outbound

This paper cites Fb-bev: Bev representa- tion from forward-backward view transformations.

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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source=pdf_text observed=2026-08-16T05:48:53.862231Z digest=sha256:1522e94aed572cc4ab05bec5cd30c31bb9f858637682d41dcc66aa31b7ffee21

Observation 123d4d5f-5a68-4ca6-ac71-5f27ed1284bc · outbound

This paper cites Cascadeflow: 3d occupancy and flow prediction with cascaded sparsity sampling refinement framework.

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

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raw_fallback, observed 2026-08-16T05:48:55.832243Z

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.

source=pdf_text observed=2026-08-16T05:48:53.865875Z digest=sha256:5bb8153d8783b7685881899e7e42673533b66ff1c061f952e1b876b47b8cbbb8

Observation 23417b7d-f813-4ce8-848f-98833b117772 · outbound

This paper cites Sparse4D: Multi-view 3D Object Detection with Sparse Spatial-Temporal Fusion.

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:53.869733Z digest=sha256:f6228abbdb4293843178115112e0f8d53e4bb3e2a75a9b29b35fb1e5792f3dec

Observation 5ecacea3-06bd-4187-8f98-81a67be53607 · outbound

This paper cites Sparsebev: High-performance sparse 3d object detec- tion from multi-camera videos.

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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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.

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Observation 6c849cf5-54ed-4182-a50c-76ae95176b7c · outbound

This paper cites Fully sparse 3d occupancy prediction.

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.

source=pdf_text observed=2026-08-16T05:48:53.877618Z digest=sha256:b1642c73298f97919378fc0f1cd3a180417d2208dbb6388376c2c980d8b3af6e

Observation f40433d1-8d08-4ed7-bf90-66addcfdc40b · outbound

This paper cites Petr: Position embedding transformation for multi-view 3d object detection.

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

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raw_fallback, observed 2026-08-16T05:48:55.671691Z

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.

source=pdf_text observed=2026-08-16T05:48:53.880653Z digest=sha256:1cd2b6046183d0c3f7582f36e850538820ff3464a5df8c017b7ede0c83033f65

Observation 0cde72c5-234e-4b16-877b-a22ea21801dd · outbound

This paper cites Petrv2: A unified framework for 3d perception from multi-camera images.

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

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raw_fallback, observed 2026-08-16T05:48:55.349376Z

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.

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Observation 2d61ea15-8feb-4039-8f44-2f3b252efbfd · outbound

This paper cites Let Occ Flow: Self-Supervised 3D Occupancy Flow Prediction.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Let Occ Flow: Self-Supervised 3D Occupancy Flow Prediction

Reference 24

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no resolver link, observed 2026-08-16T05:48:53.967869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:53.967869Z digest=sha256:00c657777c080205e2c878809f2aa0791125299d5d27f92218054697b9c30d7a

Observation da224084-ba71-4099-ab15-7c4d209ac6b3 · outbound

This paper cites Decoupled Weight Decay Regularization.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Decoupled Weight Decay Regularization

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:54.074875Z digest=sha256:4404a28f52e5f527099bdf45d9e29e7836e373631316ce7ef7091f009cd0bfde

Observation edb2a0bc-c1cd-499d-ae31-cd23fe5fee83 · outbound

This paper cites Cotr: Compact occupancy transformer for vision-based 3d occupancy prediction.

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

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raw_fallback, observed 2026-08-16T05:48:55.254727Z

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.

source=pdf_text observed=2026-08-16T05:48:54.142277Z digest=sha256:ba4d58ad4252a300556d6920e12513968ce711d44f4bacd7c6d3c5c891cc0cea

Observation 2892c612-1880-4ee5-9da1-8e01d806acb1 · outbound

This paper cites an unresolved cited work.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Unresolved cited work

Reference 27

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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.

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Observation 938e1f1a-dd8d-4aeb-822c-43d9a759b06c · outbound

This paper cites Camera- based 3d semantic scene completion with sparse guidance network.

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

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raw_fallback, observed 2026-08-16T05:48:55.228672Z

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.

source=pdf_text observed=2026-08-16T05:48:54.150030Z digest=sha256:c31567c7c7a56214a5734a0d74a1166d18d61b89194fbc979c748a0bce81c196

Observation 1fff68c7-2cf4-4d93-929d-62e171fa9b0e · outbound

This paper cites Occupancy networks: Learning 3d reconstruction in function space.

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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unresolved
no resolver link, observed 2026-08-16T05:48:54.153866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:54.153866Z digest=sha256:b382c99fadf013a03e520bc6c4bf45efe7d5eb1da56cdc4a44d9c2a72a3cec14

Observation 34782d49-7441-401e-9968-150ab968da63 · outbound

This paper cites OccDepth: A Depth-Aware Method for 3D Semantic Scene Completion.

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:54.157455Z digest=sha256:c690bdb72b2769e408e7fea2072e9d67eb4d7bb039bd37093422d15d6ec8ec28

Observation 68fbd4e4-27f6-4c6f-9b2b-09c26d24e18b · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view syn- thesis.

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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raw_fallback, observed 2026-08-16T05:48:55.079274Z

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.

source=pdf_text observed=2026-08-16T05:48:54.161608Z digest=sha256:6b12f70abdbc9d9b0953952f5a496f2ac59a9f2ed64fe95149bb75e06d305e8f

Observation c14376f9-bd26-4d83-9607-df1600de5065 · outbound

This paper cites RenderOcc: Vision-Centric 3D Occupancy Prediction with 2D Rendering Supervision.

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:54.164849Z digest=sha256:226ef9559dab6df99865d99c371dac3cd5bb2adb9210381ec13c6f806d55d7e9

Observation 7c63ebfe-dba3-488f-84bf-0fd9a83e37dd · outbound

This paper cites Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection.

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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unresolved
no resolver link, observed 2026-08-16T05:48:54.168199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:54.168199Z digest=sha256:da5dd1eb217ce71b26d633aec75e9def3c06f9e8bee8009e2c07f1da83e1a730

Observation dc30f14f-429b-4453-975e-42594cbe5f44 · outbound

This paper cites Learning occupancy for monocular 3d object detection.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Learning occupancy for monocular 3d object detection

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:55.066577Z

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.

source=pdf_text observed=2026-08-16T05:48:54.172020Z digest=sha256:b6fd6c498fd1b6af22ca6c7f72eb6f6145ef8b7cf2e06efb1c6fc73dd8cf35eb

Observation 2fb8cd09-716c-4919-8fe0-6480005a1e4d · outbound

This paper cites Convolutional occupancy networks.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Convolutional occupancy networks

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:55.054313Z

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.

source=pdf_text observed=2026-08-16T05:48:54.175614Z digest=sha256:fd92ff901baf71b1e5d37eb866b27beab26b4c97948cabf9d8ed0aadedde8b88

Observation ab1a7dc3-d159-4a89-861a-0fbf49f0e2aa · outbound

This paper cites Lift, splat, shoot: Encoding images from arbitrary camera rigs by implicitly unprojecting to 3d.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T05:48:54.179290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:54.179290Z digest=sha256:bb10e6a71d0d8f70f3ebab72f1f739ecb3a0649322e31ffbbcadff902efbcab0

Observation a7007423-1d4f-4cb6-84a4-6d26a89ca316 · outbound

This paper cites Occupancy as set of points.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Occupancy as set of points

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-16T05:48:54.182509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:54.182509Z digest=sha256:857303706b6f4a9355396a9eaa93ef9b8f17c3ac81c64740a6cf0b689f9d1bca

Observation 29f9ef8d-c7d6-4910-97ca-73cd13cdfdd3 · outbound

This paper cites Scene as occupancy.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Scene as occupancy

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:55.023472Z

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.

source=pdf_text observed=2026-08-16T05:48:54.186357Z digest=sha256:2d17ac75a99f458efe624eda41bbe00d8dda822781cefe8d3e8c468348f954f7

Observation aaa5d959-ee08-456f-a267-5dea13234cd3 · outbound

This paper cites Sparseocc: Re- thinking sparse latent representation for vision-based seman- tic occupancy prediction.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:55.010392Z

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.

source=pdf_text observed=2026-08-16T05:48:54.190528Z digest=sha256:6a27619d4a9fad163708eb2ea1fb9989b37e44288568d8f6c621d1dc0b2a6710

Observation 7713b26f-c2d5-4ea1-a8ab-e5f602af26d8 · outbound

This paper cites Occ3d: A large-scale 3d occupancy prediction benchmark for autonomous driving.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:54.971399Z

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.

source=pdf_text observed=2026-08-16T05:48:54.253737Z digest=sha256:67f5b20d35010ac424894aeea295c90d67ea6cbbb471f6eaf9d26d7545d0b341

Observation 3dcdcfae-0dd4-4606-8565-928c25494b85 · outbound

This paper cites Opus: Occupancy prediction using a sparse set.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Opus: Occupancy prediction using a sparse set

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:54.883917Z

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.

source=pdf_text observed=2026-08-16T05:48:54.319790Z digest=sha256:e26b7418414e7945e3da081180b5aca7aa8dac769e92c50c09f9866480ab9397

Observation 12371865-2faf-42ae-b0ac-29d492c8eae6 · outbound

This paper cites Bev-lanedet: An efficient 3d lane detection based on virtual camera via key-points.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:54.850562Z

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.

source=pdf_text observed=2026-08-16T05:48:54.388949Z digest=sha256:e6c3bc08166f05ac5a74984ec90f7049cf00a6fa00db0fe2b8e6e38da00179f3

Observation 593979b3-2a2a-492b-b991-c86a8aa39f94 · outbound

This paper cites Detr3d: 3d object detection from multi-view images via 3d-to-2d queries.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:54.836771Z

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.

source=pdf_text observed=2026-08-16T05:48:54.440519Z digest=sha256:afb74b22b7f41ff6433218e2b77aac3560bf0627ab10c974109ce65eadfffc4a

Observation d08ef62c-9941-4e0c-9472-0df884999a05 · outbound

This paper cites Surroundocc: Multi-camera 3d occu- pancy prediction for autonomous driving.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:54.824945Z

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.

source=pdf_text observed=2026-08-16T05:48:54.444924Z digest=sha256:8cd4afbc61aa8ea97f598d6b53f41df96b8334133aade1880cb8843f1cb1412b

Observation 4f5ad5bd-fc60-424b-8f62-01b76aeb442b · outbound

This paper cites Heightformer: Explicit height modeling without extra data for camera-only 3d object detection in bird’s eye view.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:54.802364Z

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.

source=pdf_text observed=2026-08-16T05:48:54.448184Z digest=sha256:713513e4d11656afd72a2ec713be0d795347cfbeb20552a277ef0edf61942da9

Observation e5e266ef-e5a2-4cf9-be7f-21a5d35e32f1 · outbound

This paper cites Regulating intermediate 3d features for vision-centric au- tonomous driving.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:54.729480Z

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.

source=pdf_text observed=2026-08-16T05:48:54.452236Z digest=sha256:6aef68b9a2491d790c2736c11819f97e17e19e260dcfadf3468258d5e22c2a4e

Observation f6a23738-1a77-4e3f-8a69-203a6d2ffc63 · outbound

This paper cites Bevformer v2: Adapting modern image backbones to bird’s-eye-view recognition via perspective su- pervision.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T05:48:54.455345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:54.455345Z digest=sha256:4315fcc8511d304c853e50086f1ca7e48ed02bb5c337a239f19a175b1f9179de

Observation 9bdd5467-d02f-4719-8b24-36ac2379fca1 · outbound

This paper cites Widthformer: Toward efficient transformer-based bev view transformation.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Widthformer: Toward efficient transformer-based bev view transformation

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:54.693742Z

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.

source=pdf_text observed=2026-08-16T05:48:54.459126Z digest=sha256:4c8064eead27366c32b69e25f29daf09a3aeb7be8c9d72ae723d1230a97c2a57

Observation d96130fe-df97-4b25-88be-72dd3f985041 · outbound

This paper cites Visual point cloud forecasting enables scalable autonomous driving.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction Visual point cloud forecasting enables scalable autonomous driving

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:54.680424Z

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.

source=pdf_text observed=2026-08-16T05:48:54.463549Z digest=sha256:64a0aa9bb6cd6210fcb18ed0aa736bac2a147743f307a4d4c8fc64448be7bb19

Observation 72a185b8-27ad-462c-a37c-8860c4f4a212 · outbound

This paper cites OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments.

STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-16T05:48:54.466926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:54.466926Z digest=sha256:976965c4d0587d123f1f2006d25c658e14bbf80ca1603481cb2561827cbac75b

Observation 065590a7-a139-4908-a494-a9bc8f42580c · outbound

This paper cites BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T05:48:54.471029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:48:54.471029Z digest=sha256:5c27f04f393583deb6bb7a2531c7b79165be51b988497fd850ad903d7db3ce4c

Observation f1d7d066-7573-4c02-8d1a-d687629752dc · outbound

This paper cites Occformer: Dual-path transformer for vision-based 3d semantic occu- pancy prediction.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:54.667732Z

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.

source=pdf_text observed=2026-08-16T05:48:54.474686Z digest=sha256:2403a3770cd1ad7fe7819b94b99047b28d008c07f265537330ff7ee09d85aeea

Observation 877cfffa-fdc6-4d74-be26-24c0ea35ffff · outbound

This paper cites Deformable detr: Deformable transformers for end-to-end object detection.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:48:54.651334Z

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.

source=pdf_text observed=2026-08-16T05:48:54.479824Z digest=sha256:39911ab44a50dd0d14fa3430cbc66c87a185b5d4fda4184ec5f95d43fe4f5012

Pith citing papers

Observation 711e19c7-9a4f-4990-bbb3-3487ad380752 · inbound

SHTOcc: Effective 3D Occupancy Prediction with Sparse Head and Tail Voxels cites this paper.

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

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:11:46.918335Z

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.

source=pdf_text observed=2026-08-07T13:11:41.708670Z digest=sha256:0cda18be8811f0cd6ec4142c477d13b363e9ddb26934598751424a0bec89137c