Pith. sign in

Paper Citation Record · LEDGER

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction

As of 9 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 6 inbound Pith citation observations for arXiv:2506.10977.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.10977 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:19:26.144004Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T15:27:19.804755Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T14:08:22.644617Z

Reference resolution

47 of 47 outbound references displayed

  • verified exact2
  • verified fuzzy28
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c68c22ae-2e54-4851-823a-00b15c852e10 · outbound

This paper cites Superquadrics and angle-preserving transformations.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Superquadrics and angle-preserving transformations

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:33.907483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:18.456340Z digest=sha256:f0e7aa63e1dd3407bde9a749c018598da2c156f1ce0cf787898b268479ad7c05

Observation c91cd53f-b57b-4bc4-a3eb-751f262182b5 · outbound

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

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction The lovász-softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:33.603597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:18.610088Z digest=sha256:e4d76331ce7c22dc12c477ea3527c8ca83a0c11308506228db7d50fbc70a316e

Observation 691525d3-cbeb-41f0-a880-28d222758788 · outbound

This paper cites nuscenes: A multimodal dataset for autonomous driving.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction nuscenes: A multimodal dataset for autonomous driving

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:18.773633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:18.773633Z digest=sha256:3fd3a04891bec060286a54a05783ab3039ef408935e319a58aa8840ddc012f05

Observation f93680a3-08a0-4a53-a580-64be77af31b6 · outbound

This paper cites Monoscene: Monocular 3d semantic scene completion.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Monoscene: Monocular 3d semantic scene completion

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:33.343185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:19.001351Z digest=sha256:8ce6257af99bf7d08db170e22c386cea1523382cf83514e1c991aa5b28a7d757

Observation f6c5abb2-ba33-450b-a186-1213ca110354 · outbound

This paper cites Scenerf: Self-supervised monocular 3d scene recon- struction with radiance fields.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Scenerf: Self-supervised monocular 3d scene recon- struction with radiance fields

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:33.019021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:19.238611Z digest=sha256:5344d28306318cdd793450210f37d07060035ae399dc11270968e26fe4040a0d

Observation 414ef8e4-6b5d-499b-b601-67019efca8c1 · outbound

This paper cites 3d sketch-aware semantic scene completion via semi-supervised structure prior.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction 3d sketch-aware semantic scene completion via semi-supervised structure prior

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:32.864859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:19.411536Z digest=sha256:7f7d375995183e073c3ea7618958b12afd55941c3f19a5bae719907112f53d7d

Observation 0b4db3d9-61d2-457e-92f8-3edb2babbc76 · outbound

This paper cites Multi-view 3d object detection network for autonomous driving.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Multi-view 3d object detection network for autonomous driving

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:32.731733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:19.574939Z digest=sha256:aee85326286bece91e93f37fe658b5c14c0124d4b60ae2080a7bc4d4f79284d0

Observation 2903e17a-37a7-45e0-84b4-cf0dca083bdb · outbound

This paper cites 3d semantic scene completion from a single depth image using adversarial training.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction 3d semantic scene completion from a single depth image using adversarial training

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:32.505737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:19.734467Z digest=sha256:060295b6dc340d292f39a67f50de668a8e2dddbe963b87676df21ab69b534f26

Observation 3e5037e3-7b01-443b-bcb0-1aed9349d8a6 · outbound

This paper cites 2-s3net: Attentive feature fusion with adaptive feature selection for sparse semantic segmentation network.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction 2-s3net: Attentive feature fusion with adaptive feature selection for sparse semantic segmentation network

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:32.080169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:19.885723Z digest=sha256:2bbb5a089c710b94fc2e85aeee7f3bef15941b547648f6f2d01b1c62e2d30042

Observation 91f07ffa-dba1-4ce7-971c-1e88848742fb · outbound

This paper cites Su- perdec: 3d scene decomposition with superquadric primitives.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Su- perdec: 3d scene decomposition with superquadric primitives

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:20.047312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:20.047312Z digest=sha256:7918a833132bc9b32f05418589b4f84a62124e458e5032ab32f971dd10186573

Observation 25bb8825-a0b9-485c-9311-75f404602499 · outbound

This paper cites Planning-oriented autonomous driving.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Planning-oriented autonomous driving

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:31.880864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:20.239289Z digest=sha256:b9da2f91a474ee73872f28d0a302fc6b3ab45276da21b3ae56dbab22544ccd61

Observation 65416928-b9a1-42d4-a775-ceb9ac6f83e8 · outbound

This paper cites GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:20.393248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:20.393248Z digest=sha256:b57e130e59bf9edac7cbff4ea2105dd2210854e64fa93c5b16714e8ce7c8e2b7

Observation ec9d3869-a8ed-4a39-bf34-352842f80998 · outbound

This paper cites Selfocc: Self- supervised vision-based 3d occupancy prediction.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Selfocc: Self- supervised vision-based 3d occupancy prediction

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:31.765034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:20.544883Z digest=sha256:92059492e7de8de85352c6f77601111b553f328ff699998d1ab8b1a68261d3cf

Observation 21b1237c-eecb-4ffc-bbcc-e7bba9ec5986 · outbound

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

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Tri-perspective view for vision-based 3d semantic occupancy prediction

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:31.590350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:20.749307Z digest=sha256:f4578a87b9ddd434c05c191a04ab951f916769071c3a65452aea5d64505a3b6e

Observation ebc7a1c0-3f48-47f7-ba46-ce8ef2e4dfd1 · outbound

This paper cites GaussianFormer: Scene as Gaussians for Vision-Based 3D Semantic Occupancy Prediction.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction GaussianFormer: Scene as Gaussians for Vision-Based 3D Semantic Occupancy Prediction

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:20.914752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:20.914752Z digest=sha256:54af3df7a18f44a87c2cb2ba2592866105642d43ffae4096130e02ba80352c2c

Observation a9816e57-6a36-4bd8-921e-fe2bcc52f07c · outbound

This paper cites Segmentation and recovery of superquadrics, volume 20.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Segmentation and recovery of superquadrics, volume 20

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:31.381100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:21.129467Z digest=sha256:5f827dd58311a65a2676d1070de6935d4ad30e9ae98876242b10f99a48b4fde9

Observation 2b865f7a-e352-4283-b8e3-f88caa2e8de7 · outbound

This paper cites Pointpillars: Fast encoders for object detection from point clouds.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Pointpillars: Fast encoders for object detection from point clouds

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:31.207688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:21.283526Z digest=sha256:4b1c17ef15a51876af77d1e3b0ee816f2a43a36891177a4ea2dd0c7c6716355e

Observation 066a97c3-34a1-4e0d-aa96-72877cb46c94 · outbound

This paper cites Anisotropic convolutional networks for 3d semantic scene completion.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Anisotropic convolutional networks for 3d semantic scene completion

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:31.053837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:21.476889Z digest=sha256:ad41ad32471b7e3668d33a525945c2aad8a99af9f599a4c10812a6173586b0b0

Observation 1d0b6f46-7f8e-4e6b-9dca-f5b14eeb8aa0 · outbound

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

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction V oxformer: Sparse voxel transformer for camera-based 3d semantic scene completion

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:30.787162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:21.616926Z digest=sha256:1cfe090f620d8721fc77b310583620bb901bd9661a833109e455da4d3aa1ef73

Observation a6243e7b-1508-46ed-a353-69247ab93109 · outbound

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

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal transformers

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:30.488669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:21.846926Z digest=sha256:50db95ce3640bccbbe128eace2024b00ab1dc43ab9be6dd55ff1c1a38362da68

Observation 8c339ad9-5d1d-4174-b8ba-0f6f1040e0c5 · outbound

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

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction FB-OCC: 3D Occupancy Prediction based on Forward-Backward View Transformation

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:22.072363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:22.072363Z digest=sha256:576d78b0be4eb0382ce730151f5b3b3086fc13e0f052b5d4e93ace24d8dad458

Observation 0148bdb8-7cf3-4547-85e1-40a41e486b29 · outbound

This paper cites AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:22.207125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:22.207125Z digest=sha256:293c5a70b6872b0dfd55ea01eb41f2781103f43b173f7737cfec7a9e28822aed

Observation 9fed3d42-116c-4e96-9ce9-58c2e180525a · outbound

This paper cites OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:22.345170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:22.345170Z digest=sha256:4a771758cbb314cd0c9048832d566aad161378a45e94b14a24612033b1d77c40

Observation 8dfc805f-29ea-49ea-9498-9fbc2d8efa62 · outbound

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

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Cotr: Compact occupancy transformer for vision-based 3d occupancy prediction

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:30.180859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:22.550551Z digest=sha256:b80c957b7f598f69453f6b44847f5bf7971433ddeb8b5b3d09255a4750cc3aa3

Observation c9dd50de-fec2-417c-b7f3-71e543b7829f · outbound

This paper cites Driveworld: 4d pre-trained scene understanding via world models for autonomous driving.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Driveworld: 4d pre-trained scene understanding via world models for autonomous driving

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:29.862122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:22.699175Z digest=sha256:f26a417f72ee562284a24c71ec7386d68ae0f8f22156529b7de22f1b57964bcb

Observation 6199a900-0c44-4f88-ae24-bfac1fc68fa7 · outbound

This paper cites Atlas: End-to-end 3d scene reconstruction from posed images.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Atlas: End-to-end 3d scene reconstruction from posed images

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:29.537399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:22.848722Z digest=sha256:95630bae0e2d2694429911384bb7d7cb780d965389f71609b82d625b1da65407

Observation 97000880-f56b-4530-b4d8-a65602e3892e · outbound

This paper cites Lmscnet: Lightweight multiscale 3d semantic completion.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Lmscnet: Lightweight multiscale 3d semantic completion

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:29.390685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:23.050140Z digest=sha256:64d442fa973ab94fc7b8b08d809a1834c71b4557d4bbc70f3ec94ddb3992c60a

Observation 49c8b1cf-0850-479f-a909-674b81c1046e · outbound

This paper cites Occupancy as Set of Points.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Occupancy as Set of Points

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-07T04:19:26.918983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:23.207447Z digest=sha256:642e17470a2d4af26c2950c3e4b1140ed124a355bab8fdc106232a5cf9eca037

Observation b4151c17-5748-4bfb-ab28-0ca7f3403d0d · outbound

This paper cites Searching efficient 3d architectures with sparse point-voxel convolution.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Searching efficient 3d architectures with sparse point-voxel convolution

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:29.137252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:23.407007Z digest=sha256:47aa40871f95f7bc4d3c4db68a32f08e3b45c190191023a6858b85f9030f98d5

Observation fe648dbe-ee4f-4089-9d44-69fa8590bbed · outbound

This paper cites Sparseocc: Rethinking sparse latent representation for vision-based semantic occupancy prediction.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Sparseocc: Rethinking sparse latent representation for vision-based semantic occupancy prediction

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:28.987123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:23.557136Z digest=sha256:ea2220df708d6b2ed15ae709579391efc07e4ce1f714c26ed66ea4db6845caaf

Observation 1e526ba4-24eb-424b-b211-a5716cf4fefd · outbound

This paper cites Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Occ3D: A Large-Scale 3D Occupancy Prediction Benchmark for Autonomous Driving

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:23.717245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:23.717245Z digest=sha256:95f34e0dffd9ae9fef8b32d6bb0ac428df048e204500fbc7561eea0e6a3fbf7b

Observation 0547ddb8-2eed-4fae-a6ca-702305693d2c · outbound

This paper cites Scene as occupancy.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Scene as occupancy

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:28.648525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:23.894716Z digest=sha256:5221ccb458f0f9263cb34d842f42647a38be8a30efdac882c962aeecc15846d9

Observation 2d558ecc-233c-48c8-b814-053ec9304f9c · outbound

This paper cites OPUS: Occupancy Prediction Using a Sparse Set.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction OPUS: Occupancy Prediction Using a Sparse Set

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:24.022432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:24.022432Z digest=sha256:627671af1157628ec9e2ed7644d026755c62418848269105ba136f65c37d29ce

Observation 5c6d89bf-dcdd-49cd-9bc9-3971b050d6b8 · outbound

This paper cites OccSora: 4D Occupancy Generation Models as World Simulators for Autonomous Driving.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction OccSora: 4D Occupancy Generation Models as World Simulators for Autonomous Driving

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:24.162962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:24.162962Z digest=sha256:fab201fca8dfb560ed0766e028fff0eb213dd1efd4a4de9cdf72de8357065bd4

Observation dc130a72-24e9-48ff-ab9b-dfbf71ab623e · outbound

This paper cites OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:24.352749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:24.352749Z digest=sha256:016b896bc13ec165e08b0b4f72b894e0db59d3e312a398326b8e431410dd1e3d

Observation 47bae8f7-25f3-4c28-aec8-04ec64cd75d4 · outbound

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

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Surroundocc: Multi-camera 3d occupancy prediction for autonomous driving

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:28.343501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:24.496004Z digest=sha256:5d6cca50029d61258ddbe1bee20a75985a7d39a551c3baa1534807725fa48f3d

Observation ee0cf0f3-4960-4c96-824c-b1024980b5ec · outbound

This paper cites Sparse single sweep lidar point cloud segmentation via learning contextual shape priors from scene completion.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Sparse single sweep lidar point cloud segmentation via learning contextual shape priors from scene completion

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:28.006621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:24.631370Z digest=sha256:cc6034ede49c81f23dced7e525c45df098f8efcd0588d82e46c4548f3e301e72

Observation c5bb20dd-ea73-41fa-96fc-47fab51b52bb · outbound

This paper cites RenderWorld: World Model with Self-Supervised 3D Label.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction RenderWorld: World Model with Self-Supervised 3D Label

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:24.771073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:24.771073Z digest=sha256:b990d1e459fafed9740a54a734846d8dffe31e1cb796ed7895827ab59c724e97

Observation a9e44211-0a64-4198-8bbf-b32f6e8c5142 · outbound

This paper cites LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-07T04:19:26.563183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:24.862192Z digest=sha256:c125586b0c51f24ff6b182190248db880b46d4c05d0f5dbf78fb709e7065d751

Observation 3830a21f-18f7-4f20-afdd-6d8931d348c2 · outbound

This paper cites DRINet++: Efficient Voxel-as-point Point Cloud Segmentation.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction DRINet++: Efficient Voxel-as-point Point Cloud Segmentation

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:25.028613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:25.028613Z digest=sha256:b28aaa83517c458f58211b22dce8622f14356f49034882bff2e1c23786a60ce3

Observation e51cfe87-365b-46ad-9dab-54586fa1fb56 · outbound

This paper cites FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:25.157149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:25.157149Z digest=sha256:9efe9d487b38cb87c5156b8c7aa97ace1eff9dc4c0e4b79b8694488acc7c1f67

Observation 35e3a3ae-163a-49f9-92d5-f7c95385d238 · outbound

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

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Occformer: Dual-path transformer for vision- based 3d semantic occupancy prediction

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:27.762534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:25.313969Z digest=sha256:1dfb0d57581b907bc3822b77a6d9b44a499623d1b980faf8e05a4aefd4246710

Observation 6f2424c8-493e-4b71-b4b2-026d3c58dccd · outbound

This paper cites Occworld: Learning a 3d occupancy world model for autonomous driving.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction Occworld: Learning a 3d occupancy world model for autonomous driving

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:27.581445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:25.478615Z digest=sha256:8201dd32289a98af1b79b5763fec712e5e68179a903bc12e6f5232b5d8980bff

Observation c1042446-483e-49a3-b212-a9a839bfb537 · outbound

This paper cites GaussianAD: Gaussian-Centric End-to-End Autonomous Driving.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction GaussianAD: Gaussian-Centric End-to-End Autonomous Driving

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:25.661253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:25.661253Z digest=sha256:d466b01d964cf6453c961bfb47aec4d6a581f3b3ba6ff8810b49b254976180d7

Observation 7e5f9dd5-0aee-4dac-b92f-c48288c3e5e1 · outbound

This paper cites V oxelnet: End-to-end learning for point cloud based 3d object detection.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction V oxelnet: End-to-end learning for point cloud based 3d object detection

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:19:27.360365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T04:19:25.830868Z digest=sha256:bfd362ee08e4f752f6a54b3ebb1b68027098ba349ffaffe722704ae65ce1357e

Observation 4a78af71-a75f-4f3b-85fc-04c4da779d65 · outbound

This paper cites PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy Prediction.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy Prediction

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:25.958289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:25.958289Z digest=sha256:cf01689229189aa905046c612ed50b568cced20d685e0d7e5a63c99ca325e59b

Observation 3a005588-9105-4d7d-a211-1388d18e29f3 · outbound

This paper cites GaussianWorld: Gaussian World Model for Streaming 3D Occupancy Prediction.

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction GaussianWorld: Gaussian World Model for Streaming 3D Occupancy Prediction

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T04:19:26.144004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:19:26.144004Z digest=sha256:446aa17a1027cb9f6f533337154dbf3347919e51a285499e615c5ac77754a332

Pith citing papers

Observation cd7a9d4e-ea2a-496b-847a-ffa77797d8a3 · inbound

DVGT: Driving Visual Geometry Transformer cites this paper.

DVGT: Driving Visual Geometry Transformer QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-03T15:27:19.804755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:27:19.804755Z digest=sha256:35e4b8079363a133923dfb2d70d04b10f45b1865653756401e77f0f3298727b9

Observation b24b392e-84a6-496e-be26-5d3df3a46d88 · inbound

TFusionOcc: T-Primitive Based Object-Centric Multi-Sensor Fusion Framework for 3D Occupancy Prediction cites this paper.

TFusionOcc: T-Primitive Based Object-Centric Multi-Sensor Fusion Framework for 3D Occupancy Prediction QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-16T07:32:31.369656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-16T07:30:51.836711Z digest=sha256:6183ee92263bf99b1da85e115ecbbca58fa8ad7e2dd4fa143d3f99659b799fe5

Observation ae41fe5d-a859-429b-a045-0885e73fe282 · inbound

DVGT-2: Vision-Geometry-Action Model for Autonomous Driving at Scale cites this paper.

DVGT-2: Vision-Geometry-Action Model for Autonomous Driving at Scale QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction

Reference 94

Resolution
verified exact
arxiv_id, observed 2026-05-13T23:03:25.113728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T22:59:57.744015Z digest=sha256:f9c61dc21ecf1535b6424294f660dfa3a614329f6cc828c6d38e76f96d2d894b

Observation 0a5734cc-aa7e-47df-8cd0-3ec6c4e3a762 · inbound

Rethinking 3D Shape Generation: Diffusion over Superquadrics cites this paper.

Rethinking 3D Shape Generation: Diffusion over Superquadrics QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction

Reference 48

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T00:17:29.255718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-27T17:20:03.335953Z digest=sha256:e658d18cee66f4fe27fd3001af54c7175ea07502fc3c93526a217dc72d6fd67c

Observation 877a70f1-5005-42ad-b67c-cc3160584c4d · inbound

VISA: VLM-Guided Instance Semantic Auditing for 3D Occupancy World Models cites this paper.

VISA: VLM-Guided Instance Semantic Auditing for 3D Occupancy World Models QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-07-03T14:08:22.645990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-27T07:08:41.071757Z digest=sha256:17c13812f47a82d7f6dfea07e3224825539632598728e58294cee5e54133db87

Observation 41bbc90e-f915-4d2c-bdd5-e23317202c88 · inbound

VISA: VLM-Guided Instance Semantic Auditing for 3D Occupancy World Models cites this paper.

VISA: VLM-Guided Instance Semantic Auditing for 3D Occupancy World Models QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction

Reference 41

Resolution
unresolved
no resolver link, observed 2026-07-15T10:49:28.959330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T10:49:28.959330Z digest=sha256:a8c71057d31e3dc22229b4d4b2e4602d8d505f45d0ee571e0a9eee9587e750a8