Representation Learning

Learning Robust Representations with Long-Term Information for Generalization in Visual Reinforcement Learning ICLR 2025 Learning Separable Fine-Grained Representation via Dendrogram Construction from Coarse Labels for Fine-grained Visual Recognition ICCV 2025 Learning Shape-Independent Transformation via Spherical Representations for Category-Level Object Pose Estimation ICLR 2025 Learning Smooth State-Dependent Traversability from Dense Point Clouds CoRL 2025 Learning State-Based Node Representations from a Class Hierarchy for Fine-Grained Open-Set Detection ICML 2025 Learning Structured Representations by Embedding Class Hierarchy with Fast Optimal Transport ICLR 2025 Learning Structured World Models From and For Physical Interactions AAAI 2025 Learning Subjective Label Distributions via Sociocultural Descriptors EMNLP 2025 Learning Task Representations from In-Context Learning ACL 2025 Learning to Discover Regulatory Elements for Gene Expression Prediction ICLR 2025 Learning to engineer protein flexibility ICLR 2025 Learning to Insert [PAUSE] Tokens for Better Reasoning ACL 2025 Learning to Unlearn while Retaining: Combating Gradient Conflicts in Machine Unlearning ICCV 2025 Learning Trajectories of Figurative Language for Pre-Trained Language Models EMNLP 2025 Learning Transformer-based World Models with Contrastive Predictive Coding ICLR 2025 Learning Visual Composition through Improved Semantic Guidance CVPR 2025 Learning Visual Hierarchies in Hyperbolic Space for Image Retrieval ICCV 2025 Learning Visual Proxy for Compositional Zero-Shot Learning ICCV 2025 Learning Visual-Semantic Hierarchical Attribute Space for Interpretable Open-Set Recognition WACV 2025 Learning What to Remember: Adaptive Probabilistic Memory Retention for Memory-Efficient Language Models EMNLP 2025 Learning with Expected Signatures: Theory and Applications ICML 2025 Learning with Open-world Noisy Data via Class-independent Margin in Dual Representation Space AAAI 2025 Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025 Learn to Think: Bootstrapping LLM Logic Through Graph Representation Learning IJCAI 2025 Learnware Specification via Label-Aware Neural Embedding AAAI 2025