| Asymmetric Dual Self-Distillation for 3D Self-Supervised Representation Learning | Jun 26, 2025 | 3D Point Cloud ClassificationRepresentation Learning | CodeCode Available | 0 |
| Rethinking Gradient-based Adversarial Attacks on Point Cloud Classification | May 28, 2025 | 3D Point Cloud ClassificationPoint Cloud Classification | —Unverified | 0 |
| SMART-PC: Skeletal Model Adaptation for Robust Test-Time Training in Point Clouds | May 26, 2025 | 3D Point Cloud ClassificationComputational Efficiency | CodeCode Available | 1 |
| DG-MVP: 3D Domain Generalization via Multiple Views of Point Clouds for Classification | Apr 16, 2025 | 3D Point Cloud ClassificationDomain Generalization | —Unverified | 0 |
| Introducing the Short-Time Fourier Kolmogorov Arnold Network: A Dynamic Graph CNN Approach for Tree Species Classification in 3D Point Clouds | Mar 31, 2025 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 0 |
| Point-LN: A Lightweight Framework for Efficient Point Cloud Classification Using Non-Parametric Positional Encoding | Jan 24, 2025 | 3D Point Cloud ClassificationClassification | CodeCode Available | 0 |
| AdaCrossNet: Adaptive Dynamic Loss Weighting for Cross-Modal Contrastive Point Cloud Learning | Jan 2, 2025 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| Rethinking Masked Representation Learning for 3D Point Cloud Understanding | Dec 26, 2024 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| Point-GN: A Non-Parametric Network Using Gaussian Positional Encoding for Point Cloud Classification | Dec 4, 2024 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging | Nov 2, 2024 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| Beyond local patches: Preserving global–local interactions by enhancing self-attention via 3D point cloud tokenization | Nov 1, 2024 | 3D Classification3D Object Classification | —Unverified | 0 |
| Low-Density 3D Point Cloud Classification | Oct 30, 2024 | 3D Point Cloud ClassificationAutonomous Driving | —Unverified | 0 |
| PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets | Oct 14, 2024 | 3D Classification3D Object Classification | CodeCode Available | 1 |
| Robust 3D Point Clouds Classification based on Declarative Defenders | Oct 13, 2024 | 3D Point Cloud Classificationimage-classification | CodeCode Available | 1 |
| Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning | Oct 10, 2024 | 3D Parameter-Efficient Fine-Tuning for Classification3D Point Cloud Classification | CodeCode Available | 3 |
| 3D-JEPA: A Joint Embedding Predictive Architecture for 3D Self-Supervised Representation Learning | Sep 24, 2024 | 3D Part Segmentation3D Point Cloud Classification | —Unverified | 0 |
| SA-MLP: A Low-Power Multiplication-Free Deep Network for 3D Point Cloud Classification in Resource-Constrained Environments | Sep 3, 2024 | 3D Point Cloud ClassificationAutonomous Vehicles | CodeCode Available | 0 |
| Positional Prompt Tuning for Efficient 3D Representation Learning | Aug 21, 2024 | 3D Parameter-Efficient Fine-Tuning for Classification3D Point Cloud Classification | CodeCode Available | 1 |
| Temporal Reversed Training for Spiking Neural Networks with Generalized Spatio-Temporal Representation | Aug 17, 2024 | 3D Point Cloud ClassificationAction Recognition | —Unverified | 0 |
| PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders | Aug 16, 2024 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 2 |
| RISurConv: Rotation Invariant Surface Attention-Augmented Convolutions for 3D Point Cloud Classification and Segmentation | Aug 12, 2024 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| GPSFormer: A Global Perception and Local Structure Fitting-based Transformer for Point Cloud Understanding | Jul 18, 2024 | 3D Point Cloud ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Transferable 3D Adversarial Shape Completion using Diffusion Models | Jul 14, 2024 | 3D Point Cloud ClassificationAdversarial Attack | CodeCode Available | 0 |
| Eidos: Efficient, Imperceptible Adversarial 3D Point Clouds | May 23, 2024 | 3D Point Cloud ClassificationAutonomous Driving | —Unverified | 0 |
| KPConvX: Modernizing Kernel Point Convolution with Kernel Attention | May 21, 2024 | 3D Point Cloud ClassificationSemantic Segmentation | CodeCode Available | 2 |
