1、2024年CVPR 3D点云数据方向总汇

• Single-View Scene Point Cloud Human Grasp Generation
• LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling
• StraightPCF: Straight Point Cloud Filtering
• CurveCloudNet: Processing Point Clouds with 1D Structure
• Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange
• Learning SO(3)-Invariant Semantic Correspondence via Local Shape Transform
• Multiway Point Cloud Mosaicking with Diffusion and Global Optimization
  📺video
• Point Cloud Pre-training with Diffusion Models
• PBWR: Parametric-Building-Wireframe Reconstruction from Aerial LiDAR Point Clouds
• Unsupervised Occupancy Learning from Sparse Point Cloud
• TULIP: Transformer for Upsampling of LiDAR Point Clouds
• Draw Step by Step Like Human: Reconstructing CAD Construction Sequences from Point Clouds via Multimodal Diffusion点​​云重建 CAD
• Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis
  ⭐code
• Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis
  ⭐code
• Unsupervised Template-assisted Point Cloud Shape Correspondence Network
• GeoAuxNet: Towards Universal 3D Representation Learning for Multi-sensor Point Clouds
• Object Dynamics Modeling with Hierarchical Point Cloud-based Representations
• KPConvX: Modernizing Kernel Point Convolution with Kernel Attention
• 点云配准
  • Extend Your Own Correspondences: Unsupervised Distant Point Cloud Registration by Progressive Distance Extension
  • Inlier Confidence Calibration for Point Cloud Registration
  • ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion
  • Dynamic Cues-Assisted Transformer for Robust Point Cloud Registration
  • Learning Instance-Aware Correspondences for Robust Multi-Instance Point Cloud Registration in Cluttered Scenes
• 3D 点云
  • Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds
    ⭐code
  • Density-guided Translator Boosts Synthetic-to-Real Unsupervised Domain Adaptive Segmentation of 3D Point Clouds
    ⭐code
    👍摘要
  • Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds
  • Text2Loc: 3D Point Cloud Localization from Natural Language
    🏠project
  • 3DInAction: Understanding Human Actions in 3D Point Clouds
    ⭐code
  • Coupled Laplacian Eigenmaps for Locally-Aware 3D Rigid Point Cloud Matching
    ⭐code
• 点云识别
  • X-3D: Explicit 3D Structure Modeling for Point Cloud Recognition
• 点云上采样
  • RepKPU: Point Cloud Upsampling with Kernel Point Representation and Deformation
  • A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling
  • SPU-PMD: Self-Supervised Point Cloud Upsampling via Progressive Mesh Deformation
• 点云分割
  • Construct to Associate: Cooperative Context Learning for Domain Adaptive Point Cloud Segmentation
  • OneFormer3D: One Transformer for Unified Point Cloud Segmentation
  • 点云实例分割
    • FreePoint: Unsupervised Point Cloud Instance Segmentation
    • Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical Representation3D 点云实例分割
  • 弱监督点云语义分割
    • Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle
      🏠project
• 点云分析
  • TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis
    ⭐code
• 点云理解
  • Geometrically-driven Aggregation for Zero-shot 3D Point Cloud Understanding
• 点云生成
  • TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process
    ⭐code
• 点云去噪
  • Denoising Point Cloud in Latent Space via Graph Convolution and Invertible Neural Network
• 点云分类
  • CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification
• 点云质量评估
  • Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment无参考点云质量评估