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Self-Supervised Learning
402 directly classified papers
Papers per year
2007: 1
2008: 2
2011: 1
2012: 2
2013: 2
2014: 1
2015: 2
2016: 2
2017: 4
2018: 12
2019: 14
2020: 37
2021: 63
2022: 77
2023: 74
2024: 47
2025: 55
2026: 6
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
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