Machine Learning

Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations AAAI 2025 Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding CVPR 2025 Point Cloud Upsampling Using Conditional Diffusion Module with Adaptive Noise Suppression CVPR 2025 PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model AAAI 2025 PointGAC: Geometric-Aware Codebook for Masked Point Modeling ICCV 2025 Point-GN: A Non-Parametric Network using Gaussian Positional Encoding for Point Cloud Classification WACV 2025 Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models EMNLP 2025 Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud WACV 2025 Point-Level Topological Representation Learning on Point Clouds ICML 2025 PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning CVPR 2025 PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection ICLR 2025 Point Policy: Unifying Observations and Actions with Key Points for Robot Manipulation CoRL 2025 PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning AAAI 2025 Point-SAM: Promptable 3D Segmentation Model for Point Clouds ICLR 2025 POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion EMNLP 2025 PointSR: Self-Regularized Point Supervision for Drone-View Object Detection CVPR 2025 Point-to-Region Loss for Semi-Supervised Point-Based Crowd Counting CVPR 2025 POI Recommendation via Multi-Objective Adversarial Imitation Learning AAAI 2025 PoisonBench: Assessing Language Model Vulnerability to Poisoned Preference Data ICML 2025 PoisonedEye: Knowledge Poisoning Attack on Retrieval-Augmented Generation based Large Vision-Language Models ICML 2025 PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models NAACL 2025 Poisoning-based Backdoor Attacks for Arbitrary Target Label with Positive Triggers IJCAI 2025 Poison-splat: Computation Cost Attack on 3D Gaussian Splatting ICLR 2025 Poisson-Dirac Neural Networks for Modeling Coupled Dynamical Systems across Domains ICLR 2025 Polarimetric Neural Field via Unified Complex-Valued Wave Representation ICCV 2025