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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

MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding ACL 2019
Self-Supervised Dialogue Learning ACL 2019
Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension ACL 2019
Self-Supervised Learning for Contextualized Extractive Summarization ACL 2019
Putting An End to End-to-End: Gradient-Isolated Learning of Representations NIPS 2019
Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game NIPS 2019
Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction NIPS 2019
Learning to Regress 3D Face Shape and Expression From an Image Without 3D Supervision CVPR 2019
Learning Problem-Agnostic Speech Representations from Multiple Self-Supervised Tasks INTERSPEECH 2019
Task-Conditioned Variational Autoencoders for Learning Movement Primitives CORL 2019
SPIRE-fluent: A Self-Learning App for Tutoring Oral Fluency to Second Language English Learners INTERSPEECH 2019
Self-Supervised Speaker Embeddings INTERSPEECH 2019
Occlusion-Net: 2D/3D Occluded Keypoint Localization Using Graph Networks CVPR 2019
Self-Supervised Representation Learning From Multi-Domain Data ICCV 2019
R-Vectors: New Technique for Adaptation to Room Acoustics INTERSPEECH 2019
Emergence of Object Segmentation in Perturbed Generative Models NIPS 2019
Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty NIPS 2019
Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video NIPS 2019
Self-Supervised Representation Learning by Rotation Feature Decoupling CVPR 2019
Speech2Face: Learning the Face Behind a Voice CVPR 2019
Self-Supervised Convolutional Subspace Clustering Network CVPR 2019
Self-Supervised Spatio-Temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics CVPR 2019
First Order Motion Model for Image Animation NIPS 2019
Self-Critical Reasoning for Robust Visual Question Answering NIPS 2019
High-Quality Self-Supervised Deep Image Denoising NIPS 2019