Machine Learning

PointChain: Learning Generalizable Point Cloud Representations via Structural Chain Modeling AAAI 2026 Point Cloud Quality Assessment via Multi-View Structure-Aware Feature Fusion AAAI 2026 Point Cloud Semantic Scene Completion with Prototype-Guided Transformer AAAI 2026 PointDGRWKV: Generalizing RWKV-like Architecture to Unseen Domains for Point Cloud Classification AAAI 2026 Pointing at Parts: Training-Free Few-Shot Grounding in Multimodal LLMs CVPR 2026 PointMC: Multi-view Consistent Encoding and Center-Global Feature Fusion for Point Clouds Understanding AAAI 2026 PointNet4D: A Lightweight 4D Point Cloud Video Backbone for Online and Offline Perception in Robotic Applications WACV 2026 Points Meet Pixels: Bridging 2D Vision-Language Model and 3D Perception Gaps for Point Cloud Quality Assessment AAAI 2026 Point-SRA: Self-Representation Alignment for 3D Representation Learning AAAI 2026 Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access AAAI 2026 Poisoning with a Pill: Circumventing Detection in Federated Learning AAAI 2026 PolaFusion at SemEval-2026 Task 9: Ensemble Transformers with Targeted Augmentation for Multilingual Polarization Detection SemEval 2026 PolAR Bears at SemEval-2026 Task 9: Parameter-Efficient Fine-Tuning and Cross-Lingual Augmentation for Multilingual Polarization Detection SemEval 2026 Policy-Based Trajectory Clustering in Offline Reinforcement Learning UAI 2026 PolicyCache: Intra-flow Learning in Congestion Control NSDI 2026 Policy Newton Methods for Distortion Riskmetrics AAAI 2026 Policy Optimization for Adversarial Linear Mixture MDPs with Unknown Transitions and Bandit Feedback UAI 2026 Policy Optimization for Unknown Systems using Differentiable MPC L4DC 2026 Polymorph: Energy-Efficient Multi-Label Classification for Video Streams on Embedded Devices WACV 2026 Polynomial-time sampling despite disorder chaos COLT 2026 Polysemic Semantic Instance Network for Cross-Modal Hashing AAAI 2026 PortfolioPilot: An Agentic Platform for Financial Portfolio Management Algorithm Development and Evaluation AAAI 2026 PoseAdapt: Sustainable Human Pose Estimation via Continual Learning Benchmarks and Toolkit WACV 2026 Positional Bias in Multimodal Embedding Models: Do They Favor the Beginning, the Middle, or the End? AAAI 2026 Position: Biomedical NLP Demands Specialization, Not Generalization EACL 2026