Point Cloud Processing

MGNet: Learning Correspondences via Multiple Graphs AAAI 2024 Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange CVPR 2024 msLPCC: A Multimodal-Driven Scalable Framework for Deep LiDAR Point Cloud Compression AAAI 2024 Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images NeurIPS 2024 Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree NeurIPS 2024 NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation NeurIPS 2024 Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance CVPR 2024 Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships CVPR 2024 Orthogonal Dictionary Guided Shape Completion Network for Point Cloud AAAI 2024 patchDPCC: A Patchwise Deep Compression Framework for Dynamic Point Clouds AAAI 2024 PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection NeurIPS 2024 PointAttN: You Only Need Attention for Point Cloud Completion AAAI 2024 Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning NeurIPS 2024 Point Cloud Pre-training with Diffusion Models CVPR 2024 Point-to-Spike Residual Learning for Energy-Efficient 3D Point Cloud Classification AAAI 2024 Point Transformer V3: Simpler Faster Stronger CVPR 2024 RepKPU: Point Cloud Upsampling with Kernel Point Representation and Deformation CVPR 2024 Scaling Diffusion Models to Real-World 3D LiDAR Scene Completion CVPR 2024 Scene Flow Prior Based Point Cloud Completion with Masked Transformer (Student Abstract) AAAI 2024 SCP: Spherical-Coordinate-Based Learned Point Cloud Compression AAAI 2024 Semantic Complete Scene Forecasting from a 4D Dynamic Point Cloud Sequence AAAI 2024 Single-View Scene Point Cloud Human Grasp Generation CVPR 2024 SPEAL: Skeletal Prior Embedded Attention Learning for Cross-Source Point Cloud Registration AAAI 2024 Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical Representation CVPR 2024 SPU-PMD: Self-Supervised Point Cloud Upsampling via Progressive Mesh Deformation CVPR 2024