Representation Learning

Learning First-Order Logic Rules for Argumentation Mining ACL 2025 Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025 Learning from Neighbors: Category Extrapolation for Long-Tail Learning CVPR 2025 Learning from Sample Stability for Deep Clustering ICML 2025 Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness JMLR 2025 Learning from Streaming Video with Orthogonal Gradients CVPR 2025 Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies IJCNLP 2025 Learning Joint Behaviors with Large Variations AAAI 2025 Learning Language Structures Through Grounding AAAI 2025 Learning LLM-as-a-Judge for Preference Alignment ICLR 2025 Learning local equivariant representations for quantum operators ICLR 2025 Learning Mask Invariant Mutual Information for Masked Image Modeling ICLR 2025 Learning Molecular Representation in a Cell ICLR 2025 Learning Multi-Level Features with Matryoshka Sparse Autoencoders ICML 2025 Learning Multiple User Distributions for Recommendation via Guided Conditional Diffusion AAAI 2025 Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes IJCAI 2025 Learning-Order Autoregressive Models with Application to Molecular Graph Generation ICML 2025 Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation CVPR 2025 Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems CVPR 2025 Learning Pixel-adaptive Multi-layer Perceptrons for Real-time Image Enhancement ICCV 2025 Learning Production Functions for Supply Chains with Graph Neural Networks AAAI 2025 Learning Representations of Instruments for Partial Identification of Treatment Effects ICML 2025 Learning Robust and Privacy-Preserving Representations via Information Theory AAAI 2025 Learning Robust Image Watermarking with Lossless Cover Recovery ICCV 2025 Learning Robust Multi-view Representation Using Dual-masked VAEs IJCAI 2025