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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

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

Improvements to Context Based Self-Supervised Learning CVPR 2018
Boosting Self-Supervised Learning via Knowledge Transfer CVPR 2018
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database CVPR 2018
End-to-End Recovery of Human Shape and Pose CVPR 2018
InverseFaceNet: Deep Monocular Inverse Face Rendering CVPR 2018
Self-Supervised Feature Learning by Learning to Spot Artifacts CVPR 2018
Self-Supervised Learning of Geometrically Stable Features Through Probabilistic Introspection CVPR 2018
Geometry Guided Convolutional Neural Networks for Self-Supervised Video Representation Learning CVPR 2018
Robustness via Retrying: Closed-Loop Robotic Manipulation with Self-Supervised Learning CORL 2018
Learning to Play With Intrinsically-Motivated, Self-Aware Agents NIPS 2018
Learning to Sketch With Shortcut Cycle Consistency CVPR 2018
Visual Reinforcement Learning with Imagined Goals NIPS 2018
Trading robust representations for sample complexity through self-supervised visual experience NIPS 2018
Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis ACL 2018
Playing hard exploration games by watching YouTube NIPS 2018
Learning Intrinsic Image Decomposition From Watching the World CVPR 2018
Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection ACL 2018
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval CVPR 2018
Self-Supervised Generation of Spatial Audio for 360° Video NIPS 2018
Learning Pose Specific Representations by Predicting Different Views CVPR 2018
Towards Human-Machine Cooperation: Self-Supervised Sample Mining for Object Detection CVPR 2018
Learning and Using the Arrow of Time CVPR 2018
Self-Supervised Intrinsic Image Decomposition NIPS 2017
Deep Self-Taught Learning for Weakly Supervised Object Localization CVPR 2017
3DMatch: Learning Local Geometric Descriptors From RGB-D Reconstructions CVPR 2017