Paper Citation Record · LEDGER

Language Driven Occupancy Prediction

As of 23 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 3 inbound Pith citation observations for arXiv:2411.16072.

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

pith.paper-citation-record.v1
2411.16072 v3

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:40:33.066866Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:44:39.278703Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T14:08:22.603530Z

Reference resolution

57 of 57 outbound references displayed

verified exact1
verified fuzzy30
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 73631321-dd41-4aa6-816b-d68c03fa258c · outbound

This paper cites Qwen Technical Report.

Language Driven Occupancy Prediction Qwen Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:32.892776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36cac72e-ad80-4931-a256-9a148bda3071 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Language Driven Occupancy Prediction Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:32.896793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d08185a-6e85-400c-a04c-091de762a219 · outbound

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

Language Driven Occupancy Prediction Se- mantickitti: A dataset for semantic scene understanding of lidar sequences

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.628722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8c207a73-f56c-4504-a749-95e1cb711665 · outbound

This paper cites LangOcc: Self-Supervised Open Vocabulary Occupancy Estimation via Volume Rendering.

Language Driven Occupancy Prediction LangOcc: Self-Supervised Open Vocabulary Occupancy Estimation via Volume Rendering

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:32.904066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b60494c-e37f-45b4-bfec-a7820adea4c7 · outbound

This paper cites nuscenes: A multi- modal dataset for autonomous driving.

Language Driven Occupancy Prediction nuscenes: A multi- modal dataset for autonomous driving

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.619712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e0d25f16-c915-4d94-99fc-20504fefad6a · outbound

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

Language Driven Occupancy Prediction Monoscene: Monoc- ular 3d semantic scene completion

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.611052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a3eb167b-3c30-4ad0-9622-bd33e23434fb · outbound

This paper cites Yolo-world: Real-time open-vocabulary object detection.

Language Driven Occupancy Prediction Yolo-world: Real-time open-vocabulary object detection

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:32.913778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c046e48b-0721-4d3f-b4d7-6b90c641f653 · outbound

This paper cites Cat- seg: Cost aggregation for open-vocabulary semantic seg- mentation.

Language Driven Occupancy Prediction Cat- seg: Cost aggregation for open-vocabulary semantic seg- mentation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.596989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6674cc9f-3171-41cc-bf83-1b4ff25b74de · outbound

This paper cites Deep residual learning for image recognition.

Language Driven Occupancy Prediction Deep residual learning for image recognition

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.588155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 435c2007-6350-4bdc-a9e4-aab3f7fb6eab · outbound

This paper cites Planning-oriented autonomous driving.

Language Driven Occupancy Prediction Planning-oriented autonomous driving

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:32.923186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63a0a0cf-e442-437b-9448-418c3ef9c267 · outbound

This paper cites BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection.

Language Driven Occupancy Prediction BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:32.926294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b8260df-2ee7-481a-8ad8-e00829388d09 · outbound

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

Language Driven Occupancy Prediction BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:32.929799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26a19afe-6f8d-466b-be4c-8e3e5376bd41 · outbound

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

Language Driven Occupancy Prediction Tri-perspective view for vision-based 3d semantic occupancy prediction

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.574197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6dca842d-8e3e-47e0-9ccf-7f104f79cbd4 · outbound

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

Language Driven Occupancy Prediction Selfocc: Self-supervised vision-based 3d oc- cupancy prediction

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.564345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e69ab36b-2c08-410a-8f6b-5e04768ab4cf · outbound

This paper cites Tod3cap: Towards 3d dense captioning in outdoor scenes.

Language Driven Occupancy Prediction Tod3cap: Towards 3d dense captioning in outdoor scenes

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.555338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5785f266-96e7-45ff-af01-99055ad85f64 · outbound

This paper cites Lerf: Language embedded radiance fields.

Language Driven Occupancy Prediction Lerf: Language embedded radiance fields

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:32.942844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81dc0ae4-f9cc-430e-8dc1-74ecb20a0469 · outbound

This paper cites Segment any- thing.

Language Driven Occupancy Prediction Segment any- thing

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.540141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9164b9f0-11b6-46d9-8936-41243f216b27 · outbound

This paper cites Language-driven semantic seg- mentation.

Language Driven Occupancy Prediction Language-driven semantic seg- mentation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.530941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bc126da6-3628-438f-acae-2028ff3c44c1 · outbound

This paper cites Dfa3d: 3d deformable attention for 2d-to-3d feature lifting.

Language Driven Occupancy Prediction Dfa3d: 3d deformable attention for 2d-to-3d feature lifting

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.521639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3d5b31f5-58c9-4d4f-bc42-43a0e2c981fe · outbound

This paper cites Ovtrack: Open-vocabulary mul- tiple object tracking.

Language Driven Occupancy Prediction Ovtrack: Open-vocabulary mul- tiple object tracking

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.512476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5d02a0e0-3bdf-4897-a0d6-5f7cdadd5a17 · outbound

This paper cites VoxDet: Rethinking 3D Semantic Occupancy Prediction as Dense Object Detection.

Language Driven Occupancy Prediction VoxDet: Rethinking 3D Semantic Occupancy Prediction as Dense Object Detection

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:32.957904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32ed3f56-29cf-4f18-bd0b-97d52d5e13c6 · outbound

This paper cites Choy, Chaowei Xiao, Jos ´e M.

Language Driven Occupancy Prediction Choy, Chaowei Xiao, Jos ´e M

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.503428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 80251026-5df7-41ec-a688-5d9c1c55cabe · outbound

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

Language Driven Occupancy Prediction Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal transformers

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.494231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 231c86a4-ea1f-4e23-89ac-7f26ab3214c4 · outbound

This paper cites Visual instruction tuning.

Language Driven Occupancy Prediction Visual instruction tuning

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.484809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f83e25b6-4506-40c8-a221-acbc1a775c1d · outbound

This paper cites Decoupled Weight Decay Regularization.

Language Driven Occupancy Prediction Decoupled Weight Decay Regularization

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:32.970904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6e14526-dd2a-4cea-a0f5-7d0a8cc42605 · outbound

This paper cites COTR: Compact Occupancy TRansformer for Vision-based 3D Occupancy Prediction.

Language Driven Occupancy Prediction COTR: Compact Occupancy TRansformer for Vision-based 3D Occupancy Prediction

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:32.973788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7836e9d4-980d-41ca-919d-bc8b938a89ea · outbound

This paper cites Renderocc: Vision-centric 3d occupancy prediction with 2d rendering supervision.

Language Driven Occupancy Prediction Renderocc: Vision-centric 3d occupancy prediction with 2d rendering supervision

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.476329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0de00262-45fb-464a-a9ac-43be4c3422a0 · outbound

This paper cites Openscene: 3d scene understanding with open vocabularies.

Language Driven Occupancy Prediction Openscene: 3d scene understanding with open vocabularies

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.466994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 93f430b4-2536-4b2a-902e-eda1cef97c25 · outbound

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

Language Driven Occupancy Prediction Lift, splat, shoot: Encoding images from arbitrary camera rigs by implicitly unproject- ing to 3d

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.458256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d87f97ea-1c29-4ff6-a43b-f1bf6d9d79bd · outbound

This paper cites Langsplat: 3d language gaussian splatting.

Language Driven Occupancy Prediction Langsplat: 3d language gaussian splatting

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:32.986042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f126637-5576-47f2-a83c-e0afaf204fc4 · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

Language Driven Occupancy Prediction Learn- ing transferable visual models from natural language super- vision

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.443973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 022ff818-c7cd-4704-9777-983a2a32e796 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

Language Driven Occupancy Prediction SAM 2: Segment Anything in Images and Videos

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:32.991990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 487576a2-17da-4619-bca4-d53a099ff221 · outbound

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

Language Driven Occupancy Prediction Occ3d: A large-scale 3d occupancy prediction benchmark for autonomous driving

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.434898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 533d47f5-5677-40b2-b8e7-d39d728b63f5 · outbound

This paper cites Scene as occupancy.

Language Driven Occupancy Prediction Scene as occupancy

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.426158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0928d9ef-eb22-4525-bb01-d94740886150 · outbound

This paper cites Pop-3d: Open-vocabulary 3d occupancy prediction from im- ages.

Language Driven Occupancy Prediction Pop-3d: Open-vocabulary 3d occupancy prediction from im- ages

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.417329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1d38ce6e-2d69-4c4e-a4e4-3c6b363019c0 · outbound

This paper cites Embodiedscan: A holistic multi- modal 3d perception suite towards embodied ai.

Language Driven Occupancy Prediction Embodiedscan: A holistic multi- modal 3d perception suite towards embodied ai

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:33.005022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aebdb37-6f6e-4ac8-b170-110ff59654aa · outbound

This paper cites Openoccupancy: A large scale benchmark for surrounding semantic occupancy perception.

Language Driven Occupancy Prediction Openoccupancy: A large scale benchmark for surrounding semantic occupancy perception

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.402410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 146043ae-54fe-4a17-bda9-d2dcc0652aa4 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large lan- guage models.

Language Driven Occupancy Prediction Chain-of-thought prompting elicits reasoning in large lan- guage models

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.393647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 84e79709-dcc9-4253-8319-dfb47707a391 · outbound

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

Language Driven Occupancy Prediction Surroundocc: Multi-camera 3d occu- pancy prediction for autonomous driving

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.384724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6e154ab2-c355-424d-8243-3eab12795c80 · outbound

This paper cites Deep Height Decoupling for Precise Vision-based 3D Occupancy Prediction.

Language Driven Occupancy Prediction Deep Height Decoupling for Precise Vision-based 3D Occupancy Prediction

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:33.017097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86f34d42-32fe-440d-af72-b42af4e35a38 · outbound

This paper cites See through the dark: Learning illumination-affined representations for nighttime occupancy prediction.

Language Driven Occupancy Prediction See through the dark: Learning illumination-affined representations for nighttime occupancy prediction

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:33.020282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1e598d1-1054-48ab-a88e-0da4f203a021 · outbound

This paper cites A Survey on Occupancy Perception for Autonomous Driving: The Information Fusion Perspective.

Language Driven Occupancy Prediction A Survey on Occupancy Perception for Autonomous Driving: The Information Fusion Perspective

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-12T13:40:33.140832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 229f1b8f-c3c1-4ada-93a0-d92e03433e7f · outbound

This paper cites Open-vocabulary panop- tic segmentation with text-to-image diffusion models.

Language Driven Occupancy Prediction Open-vocabulary panop- tic segmentation with text-to-image diffusion models

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.375614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8758d925-3ded-49fc-8e71-c59f48faa505 · outbound

This paper cites Side adapter network for open-vocabulary semantic segmentation.

Language Driven Occupancy Prediction Side adapter network for open-vocabulary semantic segmentation

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.366143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation df9ac7e6-4e6f-4bca-b214-c50923803090 · outbound

This paper cites Second: Sparsely embed- ded convolutional detection.

Language Driven Occupancy Prediction Second: Sparsely embed- ded convolutional detection

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:33.032157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2b91b6b-7713-4a46-be7b-7b6287699980 · outbound

This paper cites Tri- perspective view decomposition for geometry-aware depth completion.

Language Driven Occupancy Prediction Tri- perspective view decomposition for geometry-aware depth completion

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:33.034686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99004d90-9e33-46b0-bf29-599acd666984 · outbound

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

Language Driven Occupancy 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 2026-08-12T13:40:33.037474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7354bfe-80d7-4395-b514-d42e7d3b4139 · outbound

This paper cites Depth anything: Unleashing the power of large-scale unlabeled data.

Language Driven Occupancy Prediction Depth anything: Unleashing the power of large-scale unlabeled data

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.342230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5099ee15-02c8-4375-a508-b1ea83a3b808 · outbound

This paper cites CVT-Occ: Cost Volume Temporal Fusion for 3D Occupancy Prediction.

Language Driven Occupancy Prediction CVT-Occ: Cost Volume Temporal Fusion for 3D Occupancy Prediction

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:33.043103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72b87a3d-6192-4ced-a4a5-3fa66fcd8170 · outbound

This paper cites Aggregating feature point cloud for depth completion.

Language Driven Occupancy Prediction Aggregating feature point cloud for depth completion

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.333534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0f36f295-6e57-4898-b42e-9f74a9617e42 · outbound

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

Language Driven Occupancy Prediction FlashOcc: Fast and Memory-Efficient Occupancy Prediction via Channel-to-Height Plugin

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:33.048940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21347013-f0ed-4f8b-ab1a-278f0374cd08 · outbound

This paper cites Context and geometry aware voxel transformer for semantic scene completion.

Language Driven Occupancy Prediction Context and geometry aware voxel transformer for semantic scene completion

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:40:33.324577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0e2dc49b-b9c1-4ff9-b919-056d03ebb947 · outbound

This paper cites Open-vocabulary object detection using captions.

Language Driven Occupancy Prediction Open-vocabulary object detection using captions

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:33.054722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64fe9ce0-4000-449c-8791-3f22ecb89d42 · outbound

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

Language Driven Occupancy Prediction OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:33.057777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af30ff1f-a26f-4dc9-9ae3-966a06561371 · outbound

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

Language Driven Occupancy Prediction Occformer: Dual-path transformer for vision-based 3d semantic occu- pancy prediction

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:33.060891Z

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Observation 6d1ec919-9d2a-4a35-af14-3ae6ff3a9f43 · outbound

This paper cites VEON: Vocabulary-Enhanced Occupancy Prediction.

Language Driven Occupancy Prediction VEON: Vocabulary-Enhanced Occupancy Prediction

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:33.063692Z

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Observation 1ec35daf-9d13-492b-911d-3aba8be9b407 · outbound

This paper cites MonoOcc: Digging into Monocular Semantic Occupancy Prediction.

Language Driven Occupancy Prediction MonoOcc: Digging into Monocular Semantic Occupancy Prediction

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-12T13:40:33.066866Z

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Pith citing papers

Observation 60f488f2-6934-4dc1-bcd8-9046e7af7fce · inbound

VoxDet: Rethinking 3D Semantic Occupancy Prediction as Dense Object Detection cites this paper.

VoxDet: Rethinking 3D Semantic Occupancy Prediction as Dense Object Detection Language Driven Occupancy Prediction

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T10:44:39.278703Z

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Observation bc316435-5451-4b83-92eb-2a4ad5f0ce78 · 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 Language Driven Occupancy Prediction

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:08:22.605014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 143e6bd9-2c68-4c5c-8d7d-a8f8de2fb38a · 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 Language Driven Occupancy Prediction

Reference 32

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

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