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Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling WACV 2020
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing ACL 2020
Unsupervised FAQ Retrieval with Question Generation and BERT ACL 2020
Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks EMNLP 2020
PAC-Bayesian Contrastive Unsupervised Representation Learning UAI 2020
Learning Robot Skills with Temporal Variational Inference ICML 2020
Learning a Dynamic Map of Visual Appearance CVPR 2020
Planning to Explore via Self-Supervised World Models ICML 2020
Exploring the Use of an Unsupervised Autoregressive Model as a Shared Encoder for Text-Dependent Speaker Verification INTERSPEECH 2020
A DNN-HMM-DNN Hybrid Model for Discovering Word-Like Units from Spoken Captions and Image Regions INTERSPEECH 2020
Self-Training for End-to-End Speech Translation INTERSPEECH 2020
Improving Unsupervised Sparsespeech Acoustic Models with Categorical Reparameterization INTERSPEECH 2020
Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning AAAI 2020
Learning From Web Data With Self-Organizing Memory Module CVPR 2020
Self-Learning With Rectification Strategy for Human Parsing CVPR 2020
Disentangling Physical Dynamics From Unknown Factors for Unsupervised Video Prediction CVPR 2020
Self-Supervised Learning of Video-Induced Visual Invariances CVPR 2020
DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning CVPR 2020
Webly Supervised Knowledge Embedding Model for Visual Reasoning CVPR 2020
Unsupervised Learning of Intrinsic Structural Representation Points CVPR 2020
Self-Supervised Monocular Scene Flow Estimation CVPR 2020
UCTGAN: Diverse Image Inpainting Based on Unsupervised Cross-Space Translation CVPR 2020
Unsupervised Representation Learning for Gaze Estimation CVPR 2020
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation CVPR 2020
Single-Stage Semantic Segmentation From Image Labels CVPR 2020