Machine Learning

Active Learning for Efficient Discovery of Optimal Combinatorial Perturbations ICML 2025 Active Learning for Image Segmentation with Binary User Feedback WACV 2025 Active Learning for Multidialectal Arabic POS Tagging EMNLP 2025 Active Learning for Neural PDE Solvers ICLR 2025 Active Learning for Vision Language Models WACV 2025 Active Learning Meets Foundation Models: Fast Remote Sensing Data Annotation for Object Detection ICCV 2025 Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes ICML 2025 Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation WACV 2025 Active Learning with Selective Time-Step Acquisition for PDEs ICML 2025 Active Multimodal Distillation for Few-shot Action Recognition IJCAI 2025 ACTIVE: Offline Reinforcement Learning via Adaptive Imitation and In-sample V-Ensemble ICLR 2025 Active Reinforcement Learning Strategies for Offline Policy Improvement AAAI 2025 Active Reward Modeling: Adaptive Preference Labeling for Large Language Model Alignment ICML 2025 Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait Sketching AAAI 2025 Active Treatment Effect Estimation via Limited Samples ICML 2025 ACT: Knowledgeable Agents to Design and Perform Complex Tasks ACL 2025 A cultural shift in Western perceptions of Palestine COLING 2025 AcZeroTS: Active Learning for Zero-shot Tissue Segmentation in Pathology Images ICCV 2025 Ad^2mix: Adversarial and Adaptive Mixup for Unsupervised Domain Adaptation WACV 2025 AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis AAAI 2025 AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge NAACL 2025 AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction CVPR 2025 AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction AAAI 2025 AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment COLING 2025 AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation CVPR 2025