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Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data WACV 2026
ASC: Learning Augmentation Severity-Consistent Representations Improves Generalization via Augmentation Search WACV 2026
Boosting Unsupervised Video Instance Segmentation with Automatic Quality-Guided Self-Training WACV 2026
Cycle-Consistent Multi-Graph Matching for Self-Supervised Annotation of C. Elegans WACV 2026
Diversity Preserving Coresets for Image Quality Assessment WACV 2026
Visibility guided Self-Supervised Occlusion-Resilient Human Pose Estimation WACV 2026
A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities IJCAI 2025
Imputation-free Incomplete Multi-view Clustering via Knowledge Distillation IJCAI 2025
S3E: Self-Supervised State Estimation for Radar-Inertial System ICCV 2025
Language Models as Continuous Self-Evolving Data Engineers EMNLP 2025
Punctuation Restoration Improves Structure Understanding without Supervision NAACL 2025
OTCXR: Rethinking Self-Supervised Alignment using Optimal Transport for Chest X-ray Analysis WACV 2025
LRGR: Self-Supervised Incomplete Multi-View Clustering via Local Refinement and Global Realignment IJCAI 2025
SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning CVPR 2025
Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network WACV 2025
HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms WACV 2025
Design Principles of Multi-Scale J-Invariant Networks for Self-Supervised Image Denoising WACV 2025
OPTIMUS: Observing Persistent Transformations in Multi-Temporal Unlabeled Satellite-Data WACV 2025
Revisiting Deep Archetypal Analysis for Phenotype Discovery in High Content Imaging WACV 2025
Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ACL 2025
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving WACV 2025
MAGMA: Manifold Regularization for MAEs WACV 2025
Self-Supervised Learning with Probabilistic Density Labeling for Rainfall Probability Estimation WACV 2025
VILLS : Video-Image Learning to Learn Semantics for Person Re-Identification WACV 2025
An OpenMind for 3D Medical Vision Self-supervised Learning ICCV 2025