self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Anatomically-guided Masked Autoencoder Pre-training for Aneurysm Detection WACV 2026

GorillaWatch: An Automated System for In-the-Wild Gorilla Re-Identification and Population Monitoring WACV 2026

Generative Personality Simulation via Theory-Informed Structured Interview EACL 2026

Parameter-Efficient Adaptation of Self-Supervised Models for Arabic Speech Recognition EACL 2026

Effects of Speaker Bias in Dialect Identification and Automatic Transcription with Self-Supervised Speech Models EACL 2026

RTMol: Rethinking Molecule-text Alignment in a Round-trip View AAAI 2026

Tracing the Heart’s Pathways: ECG Representation Learning from a Cardiac Conduction Perspective AAAI 2026

SCAN: Self-Calibrated AutoregressioN for High-Quality Visual Generation AAAI 2026

Unleashing the Power of Image-Tabular Self-Supervised Learning via Breaking Cross-Tabular Barriers AAAI 2026

Multi-view Invariance Learning for 3D Scene Graph Pre-training via Collaborative Cross-Modal Regularization AAAI 2026

PointChain: Learning Generalizable Point Cloud Representations via Structural Chain Modeling AAAI 2026

Structural Entropy Guided Incremental Learning for Open-World Multimodal Social Event Detection AAAI 2026

Self-Supervised Cross-City Trajectory Representation Learning Based on Meta-Learning AAAI 2026

From Semantics to Spectrum: A New Lens on Graph Augmentation Strategy AAAI 2026

Stage-Aware Graph Contrastive Learning with Node-oriented Mixture of Experts AAAI 2026

BraSTORM: A Dual-Branch Self-Supervised Framework for EEG Representation Learning via Input-Level Spatio-Temporal Decomposition AAAI 2026

NeuroBridge: Bio-Inspired Self-Supervised EEG-to-Image Decoding via Cognitive Priors and Bidirectional Semantic Alignment AAAI 2026

Visual Bridge: Universal Visual Perception Representations Generating AAAI 2026

Richer Representations for Neural Algorithmic Reasoning via Auxiliary Reconstruction AAAI 2026

ArchetypeTrader: Reinforcement Learning for Selecting and Refining Learnable Strategic Archetypes in Quantitative Trading AAAI 2026

SPA: Achieving Consensus in LLM Alignment via Self-Priority Optimization AAAI 2026

Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning AAAI 2026

Time2Agri: Temporal Pretext Tasks for Agricultural Monitoring AAAI 2026

Artificial Immune System of Secure Face Recognition Against Adversarial Attacks (Abstract Reprint) AAAI 2026

Learning to LEAP: Efficient Dense Point Tracking by Focusing Where It Matters AAAI 2026