Machine Learning

PooDLe🐩: Pooled and dense self-supervised learning from naturalistic videos ICLR 2025 PoolAtnRes: Towards Generalisable Differential Morphing Attack Detection WACV 2025 PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025 POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation CVPR 2025 POp-GS: Next Best View in 3D-Gaussian Splatting with P-Optimality CVPR 2025 Poplar: Efficient Scaling of Distributed DNN Training on Heterogeneous GPU Clusters AAAI 2025 Population Aware Diffusion for Time Series Generation AAAI 2025 Population Normalization for Federated Learning CVPR 2025 Population Transformer: Learning Population-level Representations of Neural Activity ICLR 2025 Portable Reward Tuning: Towards Reusable Fine-Tuning across Different Pretrained Models ICML 2025 Portcullis: A Scalable and Verifiable Privacy Gateway for Third-Party LLM Inference AAAI 2025 Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks ICLR 2025 PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches ICLR 2025 PORT: Preference Optimization on Reasoning Traces NAACL 2025 PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models EMNLP 2025 Portuguese Automated Fact-checking: Information Retrieval with Claim extraction ACL 2025 POS-Aware Neural Approaches for Word Alignment in Dravidian Languages COLING 2025 PoseAnchor: Robust Root Position Estimation for 3D Human Pose Estimation ICCV 2025 Pose as a Modality: A Psychology-Inspired Network for Personality Recognition with a New Multimodal Dataset AAAI 2025 Pose-Based Sign Language Spotting via an End-to-End Encoder Architecture AACL 2025 Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network AAAI 2025 PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model AAAI 2025 PoseStitch-SLT: Linguistically Inspired Pose-Stitching for End-to-End Sign Language Translation EMNLP 2025 PoseSyn: Synthesizing Diverse 3D Pose Data from In-the-Wild 2D Data ICCV 2025 Position: AI Competitions Provide the Gold Standard for Empirical Rigor in GenAI Evaluation ICML 2025