Representation Learning

Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation EMNLP 2025 Fast Omni-Directional Image Super-Resolution: Adapting the Implicit Image Function with Pixel and Semantic-Wise Spherical Geometric Priors AAAI 2025 Federated Learning with Feature Space Separation for Speaker Recognition Interspeech 2025 FedMSGL: A Self-Expressive Hypergraph Based Federated Multi-View Learning AAAI 2025 Feedforward Few-shot Species Range Estimation ICML 2025 Filter or Compensate: Towards Invariant Representation from Distribution Shift for Anomaly Detection AAAI 2025 FineLIP: Extending CLIP's Reach via Fine-Grained Alignment with Longer Text Inputs CVPR 2025 FineReason: Evaluating and Improving LLMs’ Deliberate Reasoning through Reflective Puzzle Solving ACL 2025 FineVQ: Fine-Grained User Generated Content Video Quality Assessment CVPR 2025 Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework EMNLP 2025 Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion CVPR 2025 FluxSpace: Disentangled Semantic Editing in Rectified Flow Models CVPR 2025 FoldToken: Learning Protein Language via Vector Quantization and Beyond AAAI 2025 From Image to Video: An Empirical Study of Diffusion Representations ICCV 2025 FUSE-MOS: Fusion of Speech Embeddings for MOS Prediction with Uncertainty Quantification Interspeech 2025 Gain from Neighbors: Boosting Model Robustness in the Wild via Adversarial Perturbations Toward Neighboring Classes CVPR 2025 Gamma Distribution PCA-Enhanced Feature Learning for Angle-Robust SAR Target Recognition ICML 2025 GASP: Gaussian Avatars with Synthetic Priors CVPR 2025 GCD-Sampling: A General Cross-scale Decoupled Sampling for Point Cloud AAAI 2025 G-DexGrasp: Generalizable Dexterous Grasping Synthesis Via Part-Aware Prior Retrieval and Prior-Assisted Generation ICCV 2025 Generalizable Audio Deepfake Detection via Hierarchical Structure Learning and Feature Whitening in Poincaré sphere Interspeech 2025 Generalization Analysis for Controllable Learning ICML 2025 Generalization Analysis for Deep Contrastive Representation Learning AAAI 2025 Generalization Bounds via Meta-Learned Model Representations: PAC-Bayes and Sample Compression Hypernetworks ICML 2025 Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025