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

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

From Subtle to Significant: Prompt-Driven Self-Improving Optimization in Test-Time Graph OOD Detection AAAI 2026

Beyond Graph Priors: A Co-Evolving Framework Under Uncertainty for Enterprise Resilience Assessment 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

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

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

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