Machine Learning

MammAlps: A Multi-view Video Behavior Monitoring Dataset of Wild Mammals in the Swiss Alps CVPR 2025 MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale ACL 2025 MamTiff-CAD: Multi-Scale Latent Diffusion with Mamba+ for Complex Parametric Sequence ICCV 2025 Manhattan Self-Attention Diffusion Residual Networks with Dynamic Bias Rectification for BCI-based Few-Shot Learning AAAI 2025 ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training CoRL 2025 Manifold Fitting under Unbounded Noise JMLR 2025 Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images ICLR 2025 MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets EMNLP 2025 MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Action Anticipation CVPR 2025 Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence AAAI 2025 Manual2Skill: Learning to Read Manuals and Acquire Robotic Skills for Furniture Assembly Using Vision-Language Models RSS 2025 Manual-PA: Learning 3D Part Assembly from Instruction Diagrams ICCV 2025 Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System ACL 2025 Many-Objective Multi-Solution Transport ICLR 2025 Map2Traj: Street Map Piloted Zero-shot Trajectory Generation Method for Wireless Network Optimization IJCAI 2025 MAPF-GPT: Imitation Learning for Multi-Agent Pathfinding at Scale AAAI 2025 MAPLE: A Framework for Active Preference Learning Guided by Large Language Models AAAI 2025 MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation ACL 2025 MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning ICML 2025 MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation ICLR 2025 MAP: Multi-Human-Value Alignment Palette ICLR 2025 Mapping 1,000+ Language Models via the Log-Likelihood Vector ACL 2025 Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025 Mapping from Meaning: Addressing the Miscalibration of Prompt-Sensitive Language Models AAAI 2025 Mapping Hymns and Organizing Concepts in the Rigveda: Quantitatively Connecting the Vedic Suktas NAACL 2025