Self-Supervised Learning

A Denoising Pre-training Framework for Accelerating Novel Material Discovery AAAI 2025 Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning AAAI 2025 Advancing LLM Reasoning Generalists with Preference Trees ICLR 2025 Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025 AeSPa : Attention-guided Self-supervised Parallel Imaging for MRI Reconstruction CVPR 2025 AfD-CCC: Analyzing the Climate Change Discourse of a German Right-wing Political Party ACL 2025 AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images AAAI 2025 A Generalization Theory for Zero-Shot Prediction ICML 2025 A Generalized Diffusion Framework with Learnable Propagation Dynamics for Source Localization IJCAI 2025 AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration ACL 2025 AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation AAAI 2025 AIM: Amending Inherent Interpretability via Self-Supervised Masking ICCV 2025 AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025 Aligning Moments in Time using Video Queries ICCV 2025 Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback ACL 2025 Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning ACL 2025 Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation ICCV 2025 A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization AAAI 2025 AlphaBorno at BLP-2025 Task 2: Code Generation with Structured Prompts and Execution Feedback AACL 2025 A Mixed-Curvature based Pre-training Paradigm for Multi-Task Vehicle Routing Solver ICML 2025 AMPS: ASR with Multimodal Paraphrase Supervision NAACL 2025 Analyzing register variation in web texts through automatic segmentation NAACL 2025 An Augmentation-Aware Theory for Self-Supervised Contrastive Learning ICML 2025 An Augmentation Overlap Theory of Contrastive Learning JMLR 2025 An Empirical Study of Autoregressive Pre-training from Videos ICCV 2025