Representation Learning

Reconstructing Animals and the Wild CVPR 2025 Reconstructing Cell Lineage Trees from Phenotypic Features with Metric Learning ICML 2025 Reconstruction-Guided Policy: Enhancing Decision-Making through Agent-Wise State Consistency ICLR 2025 Reconstruction Target Matters in Masked Image Modeling for Cross-Domain Few-Shot Learning AAAI 2025 Reconstructive Visual Instruction Tuning ICLR 2025 Rectified Lagrangian for Out-of-Distribution Detection in Modern Hopfield Networks AAAI 2025 Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval CVPR 2025 Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds CVPR 2025 Reducing Divergence in Batch Normalization for Domain Adaptation AAAI 2025 Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings ACL 2025 Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs ICML 2025 REEF: Representation Encoding Fingerprints for Large Language Models ICLR 2025 Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement AAAI 2025 REGEN: Learning Compact Video Embedding with (Re-)Generative Decoder ICCV 2025 Regional-TinyStories: A Small Language Model Framework for Evaluating Language Learning, Tokenizers, and Datasets IJCNLP 2025 Region-based Cluster Discrimination for Visual Representation Learning ICCV 2025 Region-Based Optimization in Continual Learning for Audio Deepfake Detection AAAI 2025 Region-Level Data Attribution for Text-to-Image Generative Models ICCV 2025 ReGraph: Learning to Reformulate Graph Encodings with Large Language Models IJCNLP 2025 Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control AAAI 2025 Regularization by Texts for Latent Diffusion Inverse Solvers ICLR 2025 Regularized Neural Ensemblers AutoML 2025 Relational Conformal Prediction for Correlated Time Series ICML 2025 Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models AAAI 2025 Relation-Aware Equivariant Graph Networks for Epitope-Unknown Antibody Design and Specificity Optimization AAAI 2025