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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation AAAI 2021
Self-Supervised Training for Blind Multi-Frame Video Denoising WACV 2021
SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized With Semantic Segmentation for Autonomous Driving WACV 2021
Weakly-Supervised Object Representation Learning for Few-Shot Semantic Segmentation WACV 2021
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement WACV 2021
MG-BERT: Multi-Graph Augmented BERT for Masked Language Modeling NAACL 2021
Unsupervised Representation Learning via Neural Activation Coding ICML 2021
MSA Transformer ICML 2021
Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling AAAI 2021
Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks AAAI 2021
Context Matters: Graph-based Self-supervised Representation Learning for Medical Images AAAI 2021
Simple and Effective VAE Training with Calibrated Decoders ICML 2021
Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization CVPR 2020
Learning Video Object Segmentation From Unlabeled Videos CVPR 2020
Self-Supervised Learning of Pretext-Invariant Representations CVPR 2020
D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features CVPR 2020
DeepCap: Monocular Human Performance Capture Using Weak Supervision CVPR 2020
PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition CVPR 2020
MAST: A Memory-Augmented Self-Supervised Tracker CVPR 2020
AdaCoSeg: Adaptive Shape Co-Segmentation With Group Consistency Loss CVPR 2020
Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance CVPR 2020
Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion CVPR 2020
ClusterFit: Improving Generalization of Visual Representations CVPR 2020
Diversified Arbitrary Style Transfer via Deep Feature Perturbation CVPR 2020
How Useful Is Self-Supervised Pretraining for Visual Tasks? CVPR 2020