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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Mitigating Copy Bias in In-Context Learning through Neuron Pruning EACL 2026
AutoAnoEval: Semantic-Aware Model Selection via Tree-Guided LLM Reasoning for Tabular Anomaly Detection EACL 2026
Demystifying Mixed Outcomes of Self-Training: Pre-training Analyses on Non-Toy LLMs EACL 2026
Multilingual Self-Taught Faithfulness Evaluators EACL 2026
Test-time Diverse Reasoning by Riemannian Activation Steering AAAI 2026
K-STaR: Knowledge-Aware Self-Taught Reasoner AAAI 2026
Intuitive Thinking: Expanding Large Language Models’ Thinking for Rapid Decision-Making on Candidate Corrections in Chinese Grammar Error Correction AAAI 2026
BERT, are you paying attention? Attention regularization with human-annotated rationales EACL 2026
Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning EACL 2026
CSPB: Conversational Speech Processing Benchmark for Self-supervised Speech Models EACL 2026
Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference AAAI 2026
Human-Centric Video Generation via Collaborative Multi-Modal Conditioning AAAI 2026
HyperNoRA: Hyperedge Prediction via Node-Level Relation-Aware Self-Supervised Hypergraph Learning AAAI 2026
Generative Personality Simulation via Theory-Informed Structured Interview EACL 2026
Shedding the Facades, Connecting the Domains: Detecting Shifting Multimodal Hate Video with Test-Time Adaptation AAAI 2026
TimeCAP: A Channel-Aware Pre-Training Framework for Multivariate Time Series Forecasting AAAI 2026
HABIT: Chrono-Synergia Robust Progressive Learning Framework for Composed Image Retrieval AAAI 2026
Beyond Semantic Features: Pixel-level Mapping for Generalized AI-Generated Image Detection AAAI 2026
Fusing Time-Domain and Constellation Views: A Multimodal MAE for Wireless Signals (Student Abstract) AAAI 2026
TechING: Towards Real World Technical Image Understanding via VLMs EACL 2026
Rank-based Geographical Regularization: Revisiting Contrastive Self-Supervised Learning for Multispectral Remote Sensing Imagery WACV 2026
Domain Generalizing DINO for Visual Regression via Latent Distractor Subspace Consistency WACV 2026
Interaction-via-Actions: Cattle Interaction Detection with Joint Learning of Action-Interaction Latent Space WACV 2026
Test-Time Consistency in Vision Language Models WACV 2026
Harnessing Object Grounding for Time-Sensitive Video Understanding WACV 2026