Self-Supervised Learning

Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training ACL 2025 Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model ICLR 2025 Real3D: Towards Scaling Large Reconstruction Models with Real Images ICCV 2025 Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization EMNLP 2025 Reconstructing Animals and the Wild CVPR 2025 Reconstructive Visual Instruction Tuning ICLR 2025 RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025 ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization EMNLP 2025 ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability ICLR 2025 ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection ACL 2025 Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction EMNLP 2025 Reframing Image Difference Captioning with BLIP2IDC and Synthetic Augmentation WACV 2025 REGNav: Room Expert Guided Image-Goal Navigation AAAI 2025 Relational Self-Supervised Distillation with Compact Descriptors for Image Copy Detection WACV 2025 ReLayout: Towards Real-World Document Understanding via Layout-enhanced Pre-training COLING 2025 ReMix: Training Generalized Person Re-Identification on a Mixture of Data WACV 2025 ReNovo: Retrieval-Based \emph{De Novo} Mass Spectrometry Peptide Sequencing ICLR 2025 Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks IJCAI 2025 Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data AAAI 2025 Representation-to-Creativity (R2C): Automated Holistic Scoring Model for Essay Creativity NAACL 2025 Representative Guidance: Diffusion Model Sampling with Coherence ICLR 2025 ResCLIP: Residual Attention for Training-free Dense Vision-language Inference CVPR 2025 ReSeeding Latent States for Sequential Language Understanding EMNLP 2025 ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks EMNLP 2025 ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025