% Key papers for Scene flow and dynamic point clouds (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2022_point_19593, title = {{Point-NeRF: Point-Based Neural Radiance Fields}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2019_flownet3d_14219, title = {{FlowNet3D: Learning Scene Flow in 3D Point Clouds}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2019_hplflownet_14273, title = {{HPLFlowNet: Hierarchical Permutohedral Lattice FlowNet for Scene Flow Estimation on Large-Scale Point Clouds}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2021_point_17614, title = {{Point 4D Transformer Networks for Spatio-Temporal Modeling in Point Cloud Videos}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{aaai2022_octattention_2485, title = {{OctAttention: Octree-Based Large-Scale Contexts Model for Point Cloud Compression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/00625-octattention-octree-based-large-scale-contexts-model-for-point-cloud-compression/}, } @inproceedings{cvpr2021_voxelcontext_18135, title = {{VoxelContext-Net: An Octree Based Framework for Point Cloud Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2021_tpcn_17972, title = {{TPCN: Temporal Point Cloud Networks for Motion Forecasting}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2020_p2b_16004, title = {{P2B: Point-to-Box Network for 3D Object Tracking in Point Clouds}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2019_pointflownet_14651, title = {{PointFlowNet: Learning Representations for Rigid Motion Estimation From Point Clouds}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2020_end_15475, title = {{End-to-End Learning Local Multi-View Descriptors for 3D Point Clouds}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2022_pttr_19547, title = {{PTTR: Relational 3D Point Cloud Object Tracking With Transformer}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_no_19456, title = {{No-Reference Point Cloud Quality Assessment via Domain Adaptation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2021_pv_17571, title = {{PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2020_c_15218, title = {{C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2022_density_18647, title = {{Density-Preserving Deep Point Cloud Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2020_neural_15945, title = {{Neural Point Cloud Rendering via Multi-Plane Projection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2021_self_17856, title = {{Self-Supervised Pillar Motion Learning for Autonomous Driving}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2023_efficient_20887, title = {{Efficient Hierarchical Entropy Model for Learned Point Cloud Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21157}, } @inproceedings{cvpr2022_3dac_18186, title = {{3DAC: Learning Attribute Compression for Point Clouds}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2024_visual_25250, title = {{Visual Point Cloud Forecasting enables Scalable Autonomous Driving}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29545}, } @inproceedings{aaai2024_fast_5972, title = {{Fast Inter-frame Motion Prediction for Compressed Dynamic Point Cloud Attribute Enhancement}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28162}, } @inproceedings{aaai2025_unipcgc_11155, title = {{UniPCGC: Towards Practical Point Cloud Geometry Compression via an Efficient Unified Approach}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33387}, } @inproceedings{aaai2025_adadpcc_8016, title = {{AdaDPCC: Adaptive Rate Control and Rate-Distortion-Complexity Optimization for Dynamic Point Cloud Compression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33439}, } @inproceedings{cvpr2025_mamba4d_26911, title = {{Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34381}, } @inproceedings{aaai2025_pointtalk_10320, title = {{PointTalk: Audio-Driven Dynamic Lip Point Cloud for 3D Gaussian-based Talking Head Synthesis}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32946}, } @inproceedings{cvpr2025_topnet_27884, title = {{TopNet: Transformer-Efficient Occupancy Prediction Network for Octree-Structured Point Cloud Geometry Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33752}, } @inproceedings{aaai2024_patchdpcc_7854, title = {{patchDPCC: A Patchwise Deep Compression Framework for Dynamic Point Clouds}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28238}, } @inproceedings{aaai2024_depth_5671, title = {{Depth-Guided Robust and Fast Point Cloud Fusion NeRF for Sparse Input Views}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27968}, } @inproceedings{aaai2024_semantic_7301, title = {{Semantic Complete Scene Forecasting from a 4D Dynamic Point Cloud Sequence}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28400}, } @inproceedings{aaai2025_gaussianpainter_9304, title = {{GaussianPainter: Painting Point Cloud into 3D Gaussians with Normal Guidance}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33172}, } @inproceedings{cvpr2024_self_24784, title = {{Self-Supervised Class-Agnostic Motion Prediction with Spatial and Temporal Consistency Regularizations}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31678}, } @inproceedings{cvpr2025_leangaussian_26730, title = {{LeanGaussian: Breaking Pixel or Point Cloud Correspondence in Modeling 3D Gaussians}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35196}, } @inproceedings{cvpr2024_papr_24395, title = {{PAPR in Motion: Seamless Point-level 3D Scene Interpolation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30125}, } @inproceedings{neurips2024_learning_71770, title = {{Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95520}, } @inproceedings{neurips2024_unlearnable_72255, title = {{Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95089}, } @inproceedings{aaai2026_deepraht_106186, title = {{DeepRAHT: Learning Predictive RAHT for Point Cloud Attribute Compression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38493}, } @inproceedings{aaai2024_scene_7270, title = {{Scene Flow Prior Based Point Cloud Completion with Masked Transformer (Student Abstract)}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30434}, } @inproceedings{aaai2025_flowmamba_9211, title = {{FlowMamba: Learning Point Cloud Scene Flow with Global Motion Propagation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32560}, } @inproceedings{cvpr2025_sparse_27710, title = {{Sparse Point Cloud Patches Rendering via Splitting 2D Gaussians}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33554}, }