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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis WACV 2026
Anatomically-guided Masked Autoencoder Pre-training for Aneurysm Detection WACV 2026
HyperPose: Hyper-pose Embeddings for 3D-Aware Generative Models with Self-Supervised Disentangling of Pose and Scene WACV 2026
See, Think, Learn: A Self-Taught Multimodal Reasoner WACV 2026
Exploring Automated Recognition of Instructional Activity and Discourse from Multimodal Classroom Data WACV 2026
GASP: Unifying Geometric and Semantic Self-Supervised Pre-training for Autonomous Driving WACV 2026
ImageChain: Advancing Sequential Image-to-Text Reasoning in Multimodal Large Language Models WACV 2026
LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts EACL 2026
Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning EACL 2026
Humans and transformer LMs: Abstraction drives language learning EACL 2026
Generative Personality Simulation via Theory-Informed Structured Interview EACL 2026
QSTN: A Modular Framework for Robust Questionnaire Inference with Large Language Models EACL 2026
Mitigating Copy Bias in In-Context Learning through Neuron Pruning EACL 2026
Harmful Factuality: LLMs Correcting What They Shouldn’t EACL 2026
Reflect, Rewrite, Repeat: How Simple Arithmetic Enables Advanced Reasoning in Small Language Models EACL 2026
Similar Region Search using LLMs on Spatial Feature Space EACL 2026
Demystifying Mixed Outcomes of Self-Training: Pre-training Analyses on Non-Toy LLMs EACL 2026
Compositional Reasoning via Joint Image and Language Decomposition EACL 2026
Enhancing Automatic Speech Recognition Models for Maternal and Reproductive Health: Fine-Tuning and Real-World Evaluation in Wolof EACL 2026
Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning EACL 2026
RTMol: Rethinking Molecule-text Alignment in a Round-trip View AAAI 2026
From Passive Perception to Active Memory: A Weakly Supervised Image Manipulation Localization Framework Driven by Coarse-Grained Annotations AAAI 2026
Tracing the Heart’s Pathways: ECG Representation Learning from a Cardiac Conduction Perspective AAAI 2026
Invariant Representation Learning for Memory Behavior Modeling via Adaptive Environment Separation AAAI 2026
What, Whether and How? Unveiling Process Reward Models for Thinking with Images Reasoning AAAI 2026