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Citation Guide

OccStress

Use CITATION.bib, also shown in the root README. CITATION.cff supplies the same preferred paper citation for GitHub's citation interface. The seven-author order follows the current final manuscript: Yu Zheng, Jie Hu, Jiaqi Xiong, Ruiping Liu, Junwei Zheng, Kailun Yang, Jiaming Zhang. The venue is NeurIPS 2026, Evaluations and Datasets Track.

Paper: OccStress on arXiv. The README, BibTeX and CFF use this author-designated paper URL consistently.

Components Used

references.bib provides 28 entries. Cite the components actually used in an experiment, not every method in the repository by default. The recorded primary sources and extraction basis are in citation-sources.json.

Component BibTeX key
Occ3D annotations tian2023occ3d
nuScenes caesar2020nuscenes
Waymo Open Dataset sun2020scalability
UniOcc benchmark / CARLA subset wang2025uniocc
CARLA simulator dosovitskiy2017carla
RoboBEV xie2025benchmarking
Robo3D kong2023robo3d
OccWorld zheng2023occworld
II-World liao2025i2
COME shicome
GenieDrive yang2025geniedrive
DOME gu2024dome
SparseWorld-TC dang2025sparseworld
STCOcc liao2025stcocc
SDGOcc duan2025sdgocc
ALOcc chen2025alocc
FusionOcc zhang2024fusionocc
CVT-Occ ye2024cvt
EFFOcc effocc2025shi
FlashOcc yu2023flashocc
BEVFormer li2022bevformer
COTR ma2023cotr
FBBEV / FB-OCC li2023fbbev, li2023fbocc
OccFusion ming2024occfusion
PanoOcc wang2024panoocc
SparseOcc (MCG-NJU) liu2023fully
ViewFormerOcc li2024viewformer

Upstream recommended BibTeX is used where supplied, even when it points to an earlier preprint rather than later proceedings. Do not equate citation year with the date a checkpoint was downloaded. Where a README has no BibTeX, entries come from the final manuscript bibliography with primary-source links. The missing author-field comma in BEVFormer's upstream BibTeX was repaired; COME's full author list was checked against its paper metadata.

Similar names can refer to different projects. EXIST/3D/OccFusion is DanielMing123/OccFusion, not FusionOcc or another paper called OccFusion. EXIST/3D/SparseOcc is MCG-NJU/SparseOcc, not a different sparse occupancy method. UniOcc here is the 2025 unified dataset/forecasting benchmark.

Frameworks and nested dependencies retain their original citation guidance in their own READMEs. The software's MIT notice and scientific BibTeX do not grant redistribution rights for other authors' source, data or checkpoints; see the license audit.