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

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

HuiduRep: A Robust Self-Supervised Framework for Learning Neural Representations from Extracellular Recordings 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

Time Series Forecasting via Direct Per-Step Probability Distribution Modeling AAAI 2026

Heterophily-aware Contrastive Learning for Heterophilic Hypergraphs AAAI 2026

Beyond Observations: Reconstruction Error-Guided Irregularly Sampled Time Series Representation Learning AAAI 2026

Structure-Enhanced Adapter for Self-Supervised Heterogeneous Graph Learning AAAI 2026

RiverScope: High-Resolution River Masking Dataset AAAI 2026

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

Masked Mineral Modeling: Continent-Scale Mineral Prospecting via Geospatial Infilling AAAI 2026

Scaling Up AI Alignment AAAI 2026

Beyond Paired Data: Self-Supervised UAV Geo-Localization from Reference Imagery Alone WACV 2026

MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data WACV 2026

A Novel Metric for Detecting Memorization in Generative Models for Brain MRI Synthesis WACV 2026

MEDAL: multi-modal MEta-space Distillation and ALignment for Visual Compatibility Learning WACV 2026

SAVeD: Learning to Denoise Low-SNR Video for Improved Downstream Performance WACV 2026

SAIL: Self-supervised Learning of Lighting-Invariant Representations from Real Images with Latent Diffusion WACV 2026

Learning Beyond Labels: Self-Supervised Handwritten Text Recognition WACV 2026

X-JEPA: A Novel Joint Learning Cross-Modal Predictive Alignment Framework for Remote Sensing Image Retrieval WACV 2026

Cycle-Consistent Multi-Graph Matching for Self-Supervised Annotation of C. Elegans WACV 2026

Domain Generalizing DINO for Visual Regression via Latent Distractor Subspace Consistency WACV 2026

FNOPT: Resolution-Agnostic, Self-Supervised Cloth Simulation using Meta-Optimization with Fourier Neural Operators WACV 2026

CountingDINO: A Training-free Pipeline for Class-Agnostic Counting using Unsupervised Backbones WACV 2026

FineRef: Fine-Grained Error Reflection and Correction for Long-Form Generation with Citations AAAI 2026