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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

Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning CVPR 2019
Video Summarization by Learning From Unpaired Data CVPR 2019
Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles AAAI 2019
Information Competing Process for Learning Diversified Representations NIPS 2019
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition NIPS 2019
Self-Supervised Deep Depth Denoising ICCV 2019
S4L: Self-Supervised Semi-Supervised Learning ICCV 2019
Bidirectional Learning for Domain Adaptation of Semantic Segmentation CVPR 2019
Unsupervised 3D Pose Estimation With Geometric Self-Supervision CVPR 2019
Multi-Task Self-Supervised Object Detection via Recycling of Bounding Box Annotations CVPR 2019
Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance Tracking CVPR 2019
SelFlow: Self-Supervised Learning of Optical Flow CVPR 2019
Learning Correspondence From the Cycle-Consistency of Time CVPR 2019
Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry CVPR 2019
MVF-Net: Multi-View 3D Face Morphable Model Regression CVPR 2019
Deep Self-Learning From Noisy Labels ICCV 2019
Joint-task Self-supervised Learning for Temporal Correspondence NIPS 2019
Cloze-driven Pretraining of Self-attention Networks EMNLP 2019
Learning about an exponential amount of conditional distributions NIPS 2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue EMNLP 2019
Imitation Learning from Observation AAAI 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation AAAI 2019
Self-Supervised Moving Vehicle Tracking With Stereo Sound ICCV 2019
Image Block Augmentation for One-Shot Learning AAAI 2019
Can a Gorilla Ride a Camel? Learning Semantic Plausibility from Text EMNLP 2019