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Self-Supervised Learning

2959 directly classified papers

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Papers

DivAug: Plug-In Automated Data Augmentation With Explicit Diversity Maximization ICCV 2021
Self-Supervised 3D Face Reconstruction via Conditional Estimation ICCV 2021
SSH: A Self-Supervised Framework for Image Harmonization ICCV 2021
Unlocking the Potential of Ordinary Classifier: Class-Specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation ICCV 2021
Warp Consistency for Unsupervised Learning of Dense Correspondences ICCV 2021
Learning Self-Consistency for Deepfake Detection ICCV 2021
ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps ICCV 2021
Learning To Track Objects From Unlabeled Videos ICCV 2021
Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos ICCV 2021
Collaborative Unsupervised Visual Representation Learning From Decentralized Data ICCV 2021
Contrastive Learning of Image Representations With Cross-Video Cycle-Consistency ICCV 2021
Rethinking Deep Image Prior for Denoising ICCV 2021
Temporal Knowledge Consistency for Unsupervised Visual Representation Learning ICCV 2021
Z-Score Normalization, Hubness, and Few-Shot Learning ICCV 2021
Training Weakly Supervised Video Frame Interpolation With Events ICCV 2021
Multi-Task Self-Training for Learning General Representations ICCV 2021
Can Scale-Consistent Monocular Depth Be Learned in a Self-Supervised Scale-Invariant Manner? ICCV 2021
Learning Hierarchical Graph Neural Networks for Image Clustering ICCV 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines ICCV 2021
Geography-Aware Self-Supervised Learning ICCV 2021
Instance Similarity Learning for Unsupervised Feature Representation ICCV 2021
Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning. ICCV 2021
Keep CALM and Improve Visual Feature Attribution ICCV 2021
On Feature Decorrelation in Self-Supervised Learning ICCV 2021
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding ACL 2021