Paper Citation Record · LEDGER

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy

As of 19 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2505.12693.

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

pith.paper-citation-record.v1
2505.12693 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:34:09.063740Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact1
verified fuzzy7
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 42db11b3-c41d-4123-9353-998d1c6c9054 · outbound

This paper cites Recent Advances in Multi-modal 3D Intelligence: A Comprehensive Survey and Evaluation.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Recent Advances in Multi-modal 3D Intelligence: A Comprehensive Survey and Evaluation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T20:34:08.960406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d25bf1b2-8013-47eb-871b-60bca5beac60 · outbound

This paper cites BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T20:34:08.967786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7abee49-04d6-4cc7-ad26-68d20ff73f0a · outbound

This paper cites Decoupled Weight Decay Regularization.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Decoupled Weight Decay Regularization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:34:08.974582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1258a394-9e55-4df3-a823-d36c65ce4a68 · outbound

This paper cites an unresolved cited work.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:34:09.337957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 32e61d29-04e1-4156-9873-0e890380d664 · outbound

This paper cites UniOcc: Unifying Vision-Centric 3D Occupancy Prediction with Geometric and Semantic Rendering.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy UniOcc: Unifying Vision-Centric 3D Occupancy Prediction with Geometric and Semantic Rendering

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:34:09.001601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a3e6b9c-5ca3-4302-8da7-2e49f9281f7a · outbound

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

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Renderocc: Vision-centric 3d occupancy prediction with 2d rendering supervision

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:34:09.431495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5237601f-11d3-4bae-8bdd-669b6ff0838d · outbound

This paper cites Occupancy anticipation for efficient explo- ration and navigation.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Occupancy anticipation for efficient explo- ration and navigation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:34:09.411712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5b7a1ca3-2db0-47b2-ad7f-11eaa51d7c89 · outbound

This paper cites Adaptive Fusion Techniques for Multimodal Data.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Adaptive Fusion Techniques for Multimodal Data

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:34:09.034485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 711d31c2-def0-4e30-b5ed-19e875be3f74 · outbound

This paper cites Semantic segmentation-assisted scene completion for lidar point clouds.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Semantic segmentation-assisted scene completion for lidar point clouds

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:34:09.375495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dce472bf-176e-4f93-9f82-6ff14e2c255d · outbound

This paper cites Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T20:34:09.047000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0249f93b-ff51-476a-91c3-ed279fc46b8b · outbound

This paper cites Vision-based 3D occupancy prediction in autonomous driving: a review and outlook.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Vision-based 3D occupancy prediction in autonomous driving: a review and outlook

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:34:09.058320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1777d019-899b-47cf-8923-ed1dc0c7a780 · outbound

This paper cites Ssc-rs: Elevate lidar semantic scene completion with representation separation and bev fusion.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Ssc-rs: Elevate lidar semantic scene completion with representation separation and bev fusion

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:34:09.450996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 97e7b604-9238-4e8c-bcf3-f6b0dcac7abd · outbound

This paper cites Differentiable point-based radiance fields for efficient view synthesis.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Differentiable point-based radiance fields for efficient view synthesis

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:34:09.356224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e519a811-c65e-4a3c-a614-1b5d61b297b8 · outbound

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

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Lmscnet: Lightweight multiscale 3d semantic completion

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:34:09.393291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7ffe018c-1912-4685-9565-9ab5e10c6e93 · outbound

This paper cites Inverse++: Vision-Centric 3D Semantic Occupancy Prediction Assisted with 3D Object Detection.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Inverse++: Vision-Centric 3D Semantic Occupancy Prediction Assisted with 3D Object Detection

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-15T20:34:08.994823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bf7cc18-b79e-4763-81ca-9f2ffa310c70 · outbound

This paper cites TGP: Two-modal occupancy prediction with 3D Gaussian and sparse points for 3D Environment Awareness.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy TGP: Two-modal occupancy prediction with 3D Gaussian and sparse points for 3D Environment Awareness

Reference 2022

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:34:09.316377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 036f5936-fb93-4798-abf1-ab8b1a4874ee · outbound

This paper cites Categorical Reparameterization with Gumbel-Softmax.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Categorical Reparameterization with Gumbel-Softmax

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T20:34:08.953656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 614b3aa5-b679-4dc6-9cad-1fe3bed072ab · outbound

This paper cites Choosing smartly: Adaptive multimodal fusion for object detection in changing environments.

TACOcc:Target-Adaptive Cross-Modal Fusion with Volume Rendering for 3D Semantic Occupancy Choosing smartly: Adaptive multimodal fusion for object detection in changing environments

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:34:09.467719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.