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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

SynDeMo: Synergistic Deep Feature Alignment for Joint Learning of Depth and Ego-Motion ICCV 2019
Sequential Adversarial Learning for Self-Supervised Deep Visual Odometry ICCV 2019
Learning Unsupervised Visual Grounding Through Semantic Self-Supervision IJCAI 2019
MAME : Model-Agnostic Meta-Exploration CORL 2019
Learning Navigation Subroutines from Egocentric Videos CORL 2019
Gaze360: Physically Unconstrained Gaze Estimation in the Wild ICCV 2019
Self-Supervised Learning With Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera ICCV 2019
The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers NIPS 2019
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! ACL 2019
Self-Supervised Deep Multi-View Subspace Clustering ACML 2019
Self-Regulated Interactive Sequence-to-Sequence Learning ACL 2019
Self-Supervised Monocular Depth Hints ICCV 2019
InverseRenderNet: Learning Single Image Inverse Rendering CVPR 2019
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle EMNLP 2019
Self-Supervised Neural Machine Translation ACL 2019
Contextual Imagined Goals for Self-Supervised Robotic Learning CORL 2019
Deep Reinforcement Learning for Syntactic Error Repair in Student Programs AAAI 2019
FML: Face Model Learning From Videos CVPR 2019
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning EMNLP 2019
Demo: Learning to Perceive Long-Range Obstacles Using Self-Supervision from Short-Range Sensors AAAI 2019
Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual Localization ICCV 2019
Digging Into Self-Supervised Monocular Depth Estimation ICCV 2019
Self-Supervised Difference Detection for Weakly-Supervised Semantic Segmentation ICCV 2019
DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision NIPS 2019
DynamoNet: Dynamic Action and Motion Network ICCV 2019