% Key papers for Multi-camera BEV detection (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2019_multi_14550, title = {{Multi-Task Multi-Sensor Fusion for 3D Object Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2018_multi_13408, title = {{Multi-View Harmonized Bilinear Network for 3D Object Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Yu_Multi-View_Harmonized_Bilinear_CVPR_2018_paper.html}, } @inproceedings{cvpr2023_bevformer_20435, title = {{BEVFormer v2: Adapting Modern Image Backbones to Bird's-Eye-View Recognition via Perspective Supervision}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21971}, } @inproceedings{aaai2023_polarformer_4381, title = {{PolarFormer: Multi-Camera 3D Object Detection with Polar Transformer}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25185}, } @inproceedings{cvpr2023_msmdfusion_21505, title = {{MSMDFusion: Fusing LiDAR and Camera at Multiple Scales With Multi-Depth Seeds for 3D Object Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22992}, } @inproceedings{cvpr2023_bevheight_20436, title = {{BEVHeight: A Robust Framework for Vision-Based Roadside 3D Object Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21525}, } @inproceedings{cvpr2024_is_23750, title = {{IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30037}, } @inproceedings{cvpr2022_vista_20162, title = {{VISTA: Boosting 3D Object Detection via Dual Cross-VIew SpaTial Attention}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_unidistill_22462, title = {{UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye View}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22863}, } @inproceedings{neurips2020_every_59807, title = {{Every View Counts: Cross-View Consistency in 3D Object Detection with Hybrid-Cylindrical-Spherical Voxelization}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/16850}, } @inproceedings{cvpr2023_bev_20431, title = {{BEV-Guided Multi-Modality Fusion for Driving Perception}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21232}, } @inproceedings{cvpr2024_bevnext_22808, title = {{BEVNeXt: Reviving Dense BEV Frameworks for 3D Object Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30522}, } @inproceedings{cvpr2023_x3kd_22582, title = {{X3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22222}, } @inproceedings{aaai2022_sparse_2761, title = {{Sparse Cross-Scale Attention Network for Efficient LiDAR Panoptic Segmentation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/02920-sparse-cross-scale-attention-network-for-efficient-lidar-panoptic-segmentation/}, } @inproceedings{cvpr2023_bev_20433, title = {{BEV-SAN: Accurate BEV 3D Object Detection via Slice Attention Networks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22737}, } @inproceedings{cvpr2024_gafusion_23540, title = {{GAFusion: Adaptive Fusing LiDAR and Camera with Multiple Guidance for 3D Object Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31016}, } @inproceedings{cvpr2023_baeformer_20427, title = {{BAEFormer: Bi-Directional and Early Interaction Transformers for Bird's Eye View Semantic Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22970}, } @inproceedings{cvpr2023_aedet_20368, title = {{AeDet: Azimuth-Invariant Multi-View 3D Object Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22101}, } @inproceedings{cvpr2023_frustumformer_21028, title = {{FrustumFormer: Adaptive Instance-Aware Resampling for Multi-View 3D Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23100}, } @inproceedings{iclr2023_bevdistill_31875, title = {{BEVDistill: Cross-Modal BEV Distillation for Multi-View 3D Object Detection}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2023}, url = {https://iclr.cc/virtual/2023/poster/12222}, } @inproceedings{cvpr2024_bevspread_22809, title = {{BEVSpread: Spread Voxel Pooling for Bird's-Eye-View Representation in Vision-based Roadside 3D Object Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29510}, } @inproceedings{aaai2024_simdistill_7340, title = {{SimDistill: Simulated Multi-Modal Distillation for BEV 3D Object Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28577}, } @inproceedings{cvpr2024_clip_22914, title = {{CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29850}, } @inproceedings{aaai2025_geobev_9335, title = {{GeoBEV: Learning Geometric BEV Representation for Multi-view 3D Object Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33080}, } @inproceedings{aaai2024_sogdet_7232, title = {{SOGDet: Semantic-Occupancy Guided Multi-View 3D Object Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28600}, } @inproceedings{cvpr2024_improving_23768, title = {{Improving Bird's Eye View Semantic Segmentation by Task Decomposition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30609}, } @inproceedings{aaai2024_instance_6326, title = {{Instance-Aware Multi-Camera 3D Object Detection with Structural Priors Mining and Self-Boosting Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28037}, } @inproceedings{aaai2024_cmda_5349, title = {{CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-Based 3D Object Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27857}, } @inproceedings{cvpr2025_sparsealign_27713, title = {{SparseAlign: a Fully Sparse Framework for Cooperative Object Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34587}, } @inproceedings{aaai2026_sm3det_102658, title = {{SM3Det: A Unified Model for Multi-Modal Remote Sensing Object Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37603}, } @inproceedings{neurips2024_drones_70253, title = {{Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and Beyond}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96836}, } @inproceedings{aaai2025_pc_10236, title = {{PC-BEV: An Efficient Polar-Cartesian BEV Fusion Framework for LiDAR Semantic Segmentation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32709}, } @inproceedings{cvpr2025_bevdiffuser_25550, title = {{BEVDiffuser: Plug-and-Play Diffusion Model for BEV Denoising with Ground-Truth Guidance}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33231}, } @inproceedings{cvpr2025_corrbev_25783, title = {{CorrBEV: Multi-View 3D Object Detection by Correlation Learning with Multi-modal Prototypes}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34617}, } @inproceedings{aaai2025_promptdet_10379, title = {{PromptDet: A Lightweight 3D Object Detection Framework with LiDAR Prompts}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32337}, } @inproceedings{aaai2026_bevdilation_105482, title = {{BEVDilation: LiDAR-Centric Multi-Modal Fusion for 3D Object Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38238}, } @inproceedings{aaai2025_a_7877, title = {{A Black-Box Evaluation Framework for Semantic Robustness in Bird’s Eye View Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32822}, }