Self-Supervised Learning

Noise Contrastive Priors for Functional Uncertainty UAI 2019 Nonparallel Emotional Speech Conversion Interspeech 2019 On Finding Gray Pixels CVPR 2019 Open Domain Event Extraction Using Neural Latent Variable Models ACL 2019 Path-Invariant Map Networks CVPR 2019 Path-Specific Counterfactual Fairness AAAI 2019 Perceive Where to Focus: Learning Visibility-Aware Part-Level Features for Partial Person Re-Identification CVPR 2019 Practical Full Resolution Learned Lossless Image Compression CVPR 2019 Predicting Humor by Learning from Time-Aligned Comments Interspeech 2019 PRNet: Self-Supervised Learning for Partial-to-Partial Registration NeurIPS 2019 Pushing the Envelope for RGB-Based Dense 3D Hand Pose Estimation via Neural Rendering CVPR 2019 PVNet: Pixel-Wise Voting Network for 6DoF Pose Estimation CVPR 2019 QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization EMNLP 2019 Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation CVPR 2019 Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation CVPR 2019 Resampled Priors for Variational Autoencoders AISTATS 2019 Restoration of Non-Rigidly Distorted Underwater Images Using a Combination of Compressive Sensing and Local Polynomial Image Representations ICCV 2019 Robust Histopathology Image Analysis: To Label or to Synthesize? CVPR 2019 Robust Semi-Supervised Monocular Depth Estimation with Reprojected Distances CoRL 2019 Salient Speech Representations Based on Cloned Networks Interspeech 2019 SAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next AAAI 2019 Scalable Recollections for Continual Lifelong Learning AAAI 2019 SCOPS: Self-Supervised Co-Part Segmentation CVPR 2019 SelFlow: Self-Supervised Learning of Optical Flow CVPR 2019 Self-Supervised 3D Hand Pose Estimation Through Training by Fitting CVPR 2019