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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training EMNLP 2025
FlowPolicy: Enabling Fast and Robust 3D Flow-Based Policy via Consistency Flow Matching for Robot Manipulation AAAI 2025
Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025
Diverse, not Short: A Length-Controlled Data Selection Strategy for Improving Response Diversity of Language Models EMNLP 2025
Improving Generalization in Offline Reinforcement Learning via Latent Distribution Representation Learning AAAI 2025
Acting Beyond Learning: Imagination-Assisted Decision-Making in the Visual-based Multi-Agent Cooperative Scenarios AAAI 2025
RareSyn: Health Record Synthesis for Rare Disease Diagnosis EMNLP 2025
Robots Learning Through Physical Interactive Intelligence AAAI 2025
Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA ACL 2025
Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News Detection AAAI 2025
Generating Fine Details of Entity Interactions EMNLP 2025
Political Bias Prediction Models Focus on Source Cues, Not Semantics AAAI 2025
UniTMGE: Uniform Text-Motion Generation and Editing Model via Diffusion WACV 2025
MDPO: Customized Direct Preference Optimization with a Metric-based Sampler for Question and Answer Generation COLING 2025
APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency EMNLP 2025
Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps EMNLP 2025
HS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation EMNLP 2025
Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse COLING 2025
Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset NAACL 2025
CoralSRT: Revisiting Coral Reef Semantic Segmentation by Feature Rectification via Self-supervised Guidance ICCV 2025
The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents EMNLP 2025
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors CVPR 2024
MAFA: Managing False Negatives for Vision-Language Pre-training CVPR 2024
Learning to Rank Patches for Unbiased Image Redundancy Reduction CVPR 2024