Machine Learning

Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction ICML 2025 Learning Smooth State-Dependent Traversability from Dense Point Clouds CoRL 2025 Learning Soft Sparse Shapes for Efficient Time-Series Classification ICML 2025 Learning sparse generalized linear models with binary outcomes via iterative hard thresholding COLT 2025 Learning Sparsity for Effective and Efficient Music Performance Question Answering ACL 2025 Learning Spatiotemporal Dynamical Systems from Point Process Observations ICLR 2025 Learning SQL Like a Human: Structure-Aware Curriculum Learning for Text-to-SQL Generation EMNLP 2025 Learning State-Based Node Representations from a Class Hierarchy for Fine-Grained Open-Set Detection ICML 2025 Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport ICLR 2025 Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators AISTATS 2025 Learning Strategy Representation for Imitation Learning in Multi-Agent Games AAAI 2025 Learning Streaming Video Representation via Multitask Training ICCV 2025 Learning Structural Causal Models from Ordering: Identifiable Flow Models AAAI 2025 Learning Structured Representations by Embedding Class Hierarchy with Fast Optimal Transport ICLR 2025 Learning Structured Universe Graph with Outlier OOD Detection for Partial Matching ICLR 2025 Learning Structured World Models From and For Physical Interactions AAAI 2025 Learning Subjective Label Distributions via Sociocultural Descriptors EMNLP 2025 Learning Successor Features with Distributed Hebbian Temporal Memory ICLR 2025 Learning Survival Distributions with the Asymmetric Laplace Distribution ICML 2025 Learning system dynamics without forgetting ICLR 2025 Learning Task Representations from In-Context Learning ACL 2025 Learning Textual Prompts for Open-World Semi-Supervised Learning CVPR 2025 Learning the Complexity of Weakly Noisy Quantum States ICLR 2025 Learning the Distribution Map in Reverse Causal Performative Prediction AISTATS 2025 Learning the Electronic Hamiltonian of Large Atomic Structures ICML 2025