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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

FineRef: Fine-Grained Error Reflection and Correction for Long-Form Generation with Citations AAAI 2026
LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts EACL 2026
ARGUS: Towards End-to-End Argument Mining with Large Language Models AAAI 2026
ATM: Enhanced Alignment for Text-to-Motion Generation WACV 2026
Enhancing Object Detection Training via Joint Image-Annotation Generation WACV 2026
Training-free Conditional Image Embedding Framework Leveraging Large Vision Language Models WACV 2026
QSTN: A Modular Framework for Robust Questionnaire Inference with Large Language Models EACL 2026
Time-Series Anomaly Detection with Graph-Based Self-Supervised Learning and Foundation Models: Towards Real-World Applications AAAI 2026
Wearable Intelligence for Healthcare Robotics: From Brain Activity to Body Movements AAAI 2026
A Foundation Model for Brain MRI with Dynamic Modality Integration (Student Abstract) AAAI 2026
Towards Robust, Reliable, and Generalized Medical AI AAAI 2026
Reinforcement Learning Without Explicit Rewards: Theory and Practice AAAI 2026
Towards Automated Self-Supervised Learning for Truly Unsupervised Graph Anomaly Detection (Abstract Reprint) AAAI 2026
Linguistic Steganography via Self-Adjusting Asymmetric Number System (Abstract Reprint) AAAI 2026
Artificial Immune System of Secure Face Recognition Against Adversarial Attacks (Abstract Reprint) AAAI 2026
REMEDIS: A Clinical AI Framework for Retinal Disease Diagnosis with Explainable Fundus Image Analysis AAAI 2026
SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking AAAI 2026
Masked Mineral Modeling: Continent-Scale Mineral Prospecting via Geospatial Infilling AAAI 2026
Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception AAAI 2026
LaF-GRPO: In-Situ Navigation Instruction Generation for the Visually Impaired via GRPO with LLM-as-Follower Reward AAAI 2026
P2S: Probabilistic Process Supervision for General-Domain Reasoning Question Answering AAAI 2026
In-Token Rationality Optimization: Towards Accurate and Concise LLM Reasoning via Self-Feedback AAAI 2026
Joint Evaluation of Answer and Reasoning Consistency for Hallucination Detection in Large Reasoning Models AAAI 2026
GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning AAAI 2026
Light-IF: Endowing LLMs with Generalizable Reasoning via Preview and Self-Checking for Complex Instruction Following AAAI 2026