Machine Learning

Learning Distribution-wise Control in Representation Space for Language Models ICML 2025 Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning ICLR 2025 Learning DNF through Generalized Fourier Representations COLT 2025 Learning Dynamical Coupled Operator For High-dimensional Black-box Partial Differential Equations IJCAI 2025 Learning Dynamic Collaborative Network for Semi-supervised 3D Vessel Segmentation CVPR 2025 Learning Dynamic Similarity by Bidirectional Hierarchical Sliding Semantic Probe for Efficient Text Video Retrieval AAAI 2025 Learning Dynamics in Continual Pre-Training for Large Language Models ICML 2025 Learning dynamics in linear recurrent neural networks ICML 2025 Learning Dynamics of Deep Matrix Factorization Beyond the Edge of Stability ICLR 2025 Learning Dynamics of LLM Finetuning ICLR 2025 Learning Dynamics under Environmental Constraints via Measurement-Induced Bundle Structures ICML 2025 Learning Efficient and Generalizable Human Representation with Human Gaussian Model ICCV 2025 Learning Efficient Positional Encodings with Graph Neural Networks ICLR 2025 Learning-enabled Polynomial Lyapunov Function Synthesis via High-Accuracy Counterexample-Guided Framework CVPR 2025 Learning Endogenous Attention for Incremental Object Detection CVPR 2025 Learning Equivariant Non-Local Electron Density Functionals ICLR 2025 Learning Event Completeness for Weakly Supervised Video Anomaly Detection ICML 2025 Learning Extrapolative Sequence Transformations from Markov Chains ICML 2025 Learning Extremely High Density Crowds as Active Matters CVPR 2025 Learning Few-Step Diffusion Models by Trajectory Distribution Matching ICCV 2025 Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination AAAI 2025 Learning Fine-Grained Representations through Textual Token Disentanglement in Composed Video Retrieval ICLR 2025 Learning First-Order Logic Rules for Argumentation Mining ACL 2025 Learning from a Few Shots: Data-efficient Cervical Vertebral Maturation Assessment MIDL 2025 Learning from biased positive-unlabeled data via threshold calibration AISTATS 2025