← Learning Types
Machine Learning › Learning Types ›

Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Fast Quiet-STaR: Thinking Without Thought Tokens EMNLP 2025
Token Preference Optimization with Self-Calibrated Visual-Anchored Rewards for Hallucination Mitigation EMNLP 2025
GmSLM : Generative Marmoset Spoken Language Modeling EMNLP 2025
Improving Language Model Personas via Rationalization with Psychological Scaffolds EMNLP 2025
Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance EMNLP 2025
DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision AAAI 2025
Towards Universal Debiasing for Language Models-based Tabular Data Generation EMNLP 2025
Masked Diffusion Captioning for Visual Feature Learning EMNLP 2025
Correlation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes EMNLP 2025
High-Quality Medical Dialogue Synthesis for Improving EMR Generation EMNLP 2025
Unearthing Gems from Stones: Policy Optimization with Negative Sample Augmentation for LLM Reasoning EMNLP 2025
Dialogue Is Not Enough to Make a Communicative BabyLM (But Neither Is Developmentally Inspired Reinforcement Learning) EMNLP 2025
NLP-ADBench: NLP Anomaly Detection Benchmark EMNLP 2025
Learning-enabled Polynomial Lyapunov Function Synthesis via High-Accuracy Counterexample-Guided Framework CVPR 2025
M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models EMNLP 2025
Preference Identification by Interaction Overlap for Bundle Recommendation IJCAI 2025
Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025
TranssionMT’s Submission to the Indic MT Shared Task in WMT 2025 EMNLP 2025
Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models CVPR 2025
DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models IJCAI 2025
ResCLIP: Residual Attention for Training-free Dense Vision-language Inference CVPR 2025
Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images CVPR 2025
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training CVPR 2025
Differentiable Prompt Learning for Vision Language Models IJCAI 2025
An OpenMind for 3D Medical Vision Self-supervised Learning ICCV 2025