Representation Learning

Sub-Interest-Aware Representation Uniformity for Recommender System AAAI 2025 Subjective Behaviors and Preferences in LLM: Language of Browsing EMNLP 2025 SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation ACL 2025 Substitute Adjustment via Recovery of Latent Variables JMLR 2025 Subtask-Aware Visual Reward Learning from Segmented Demonstrations ICLR 2025 Subword models struggle with word learning, but surprisal hides it ACL 2025 SUE: Sparsity-based Uncertainty Estimation via Sparse Dictionary Learning EMNLP 2025 SUICA: Learning Super-high Dimensional Sparse Implicit Neural Representations for Spatial Transcriptomics ICML 2025 Suit the Node Pair to the Case: A Multi-Scale Node Pair Grouping Strategy for Graph-MLP Distillation IJCAI 2025 SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing ICCV 2025 Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization ICLR 2025 Supervised and Semi-Supervised Diffusion Maps with Label-Driven Diffusion ICLR 2025 Supervised and Unsupervised Probing of Shortcut Learning: Case Study on the Emergence and Evolution of Syntactic Heuristics in BERT ACL 2025 SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning EMNLP 2025 Survival Prediction in Lung Cancer through Multi-Modal Representation Learning WACV 2025 SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025 SWAMamba: A Sliding Window Attention Mamba Framework for Predicting Translation Elongation Rates AAAI 2025 Swing-by Dynamics in Concept Learning and Compositional Generalization ICLR 2025 SyllableLM: Learning Coarse Semantic Units for Speech Language Models ICLR 2025 Symbolic Neural Ordinary Differential Equations AAAI 2025 Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length ICLR 2025 SymmCompletion: High-Fidelity and High-Consistency Point Cloud Completion with Symmetry Guidance AAAI 2025 SyncDiff: Diffusion-Based Talking Head Synthesis with Bottlenecked Temporal Visual Prior for Improved Synchronization WACV 2025 Synchronization of Multiple Videos ICCV 2025 Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling ICLR 2025