Representation Learning

SEMU-Net: A Segmentation-Based Corrector for Fabrication Process Variations of Nanophotonics with Microscopic Images WACV 2025 SEP: A General Lossless Compression Framework with Semantics Enhancement and Multi-Stream Pipelines IJCAI 2025 Separating Knowledge and Perception with Procedural Data ICML 2025 Separating the Wheat from the Chaff: Spatio-Temporal Transformer with View-interweaved Attention for Photon-Efficient Depth Sensing AAAI 2025 Separation for Better Integration: Disentangling Edge and Motion in Event-based Deblurring ICCV 2025 SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning CVPR 2025 Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025 SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement CVPR 2025 SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders EMNLP 2025 SFDM: Robust Decomposition of Geometry and Reflectance for Realistic Face Rendering from Sparse-view Images CVPR 2025 SGAD: Semantic and Geometric-aware Descriptor for Local Feature Matching ICCV 2025 Shape as Line Segments: Accurate and Flexible Implicit Surface Representation ICLR 2025 Shared-AE: Automatic Identification of Shared Subspaces in High-dimensional Neural and Behavioral Activity ICLR 2025 Sharpening Neural Implicit Functions with Frequency Consolidation Priors AAAI 2025 SHARP: Steering Hallucination in LVLMs via Representation Engineering EMNLP 2025 ShEPhERD: Diffusing shape, electrostatics, and pharmacophores for bioisosteric drug design ICLR 2025 Shift Equivariant Pose Network WACV 2025 ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models IJCAI 2025 ShowMak3r: Compositional TV Show Reconstruction CVPR 2025 SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning ACL 2025 SigDiffusions: Score-Based Diffusion Models for Time Series via Log-Signature Embeddings ICLR 2025 SIGraph: Saliency Image-Graph Network for Retinal Disease Classification in Fundus Image AAAI 2025 SILO: Solving Inverse Problems with Latent Operators ICCV 2025 silp_nlp at SemEval-2025 Task 5: Subject Recommendation With Sentence Transformer SemEval 2025 Simple Path Structural Encoding for Graph Transformers ICML 2025