Self-Supervised Learning

No Need for Explanations: LLMs can implicitly learn from mistakes in-context EMNLP 2025 Nonlinear functional regression by functional deep neural network with kernel embedding JMLR 2025 NotaGen: Advancing Musicality in Symbolic Music Generation with Large Language Model Training Paradigms IJCAI 2025 Object-Centric Pretraining via Target Encoder Bootstrapping ICLR 2025 Objective drives the consistency of representational similarity across datasets ICML 2025 ObjectRelator: Enabling Cross-View Object Relation Understanding Across Ego-Centric and Exo-Centric Perspectives ICCV 2025 Occupancy Learning with Spatiotemporal Memory ICCV 2025 On-Device Self-Supervised Learning of Low-Latency Monocular Depth from Only Events CVPR 2025 On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning ICLR 2025 On Linear Representations and Pretraining Data Frequency in Language Models ICLR 2025 Online Iterative Self-Alignment for Radiology Report Generation ACL 2025 On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation ACL 2025 On the Identification of Temporal Causal Representation with Instantaneous Dependence ICLR 2025 On the Importance of Embedding Norms in Self-Supervised Learning ICML 2025 On the Out-of-Distribution Generalization of Self-Supervised Learning ICML 2025 On the Provable Importance of Gradients for Autonomous Language-Assisted Image Clustering ICCV 2025 On the Statistical Properties of Generative Adversarial Models for Low Intrinsic Data Dimension JMLR 2025 OODML: Whole Slide Image Classification Meets Online Pseudo-Supervision and Dynamic Mutual Learning AAAI 2025 OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data ICLR 2025 Open-set Cross Modal Generalization via Multimodal Unified Representation ICCV 2025 OpenViewer: Openness-Aware Multi-View Learning AAAI 2025 Open-World Attribute Mining for E-Commerce Products with Multimodal Self-Correction Instruction Tuning ACL 2025 Open-World Skill Discovery from Unsegmented Demonstration Videos ICCV 2025 Optimizing Cost-Efficiency with LLM-Generated Training Data for Conversational Semantic Frame Analysis NAACL 2025 OPTIMUS: Observing Persistent Transformations in Multi-Temporal Unlabeled Satellite-Data WACV 2025