Self-Supervised Learning

Joint-task Self-supervised Learning for Temporal Correspondence NeurIPS 2019 Large-Scale Weakly-Supervised Pre-Training for Video Action Recognition CVPR 2019 Learning about an exponential amount of conditional distributions NeurIPS 2019 Learning Correspondence From the Cycle-Consistency of Time CVPR 2019 Learning from Dialogue after Deployment: Feed Yourself, Chatbot! ACL 2019 Learning Independent Object Motion From Unlabelled Stereoscopic Videos CVPR 2019 Learning Monocular Depth Estimation Infusing Traditional Stereo Knowledge CVPR 2019 Learning Navigation Subroutines from Egocentric Videos CoRL 2019 Learning Representations by Maximizing Mutual Information Across Views NeurIPS 2019 Learning to Abstract for Memory-augmented Conversational Response Generation ACL 2019 Learning to Infer Implicit Surfaces without 3D Supervision NeurIPS 2019 ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features CVPR 2019 MirrorGAN: Learning Text-To-Image Generation by Redescription CVPR 2019 MixUp as Locally Linear Out-of-Manifold Regularization AAAI 2019 MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding ACL 2019 Motion Guided Spatial Attention for Video Captioning AAAI 2019 Multi-Granularity Generator for Temporal Action Proposal CVPR 2019 Multi-Granularity Representations of Dialog EMNLP 2019 Multi-Source Neural Variational Inference AAAI 2019 Multi-Task Self-Supervised Object Detection via Recycling of Bounding Box Annotations CVPR 2019 Neural Duplicate Question Detection without Labeled Training Data EMNLP 2019 Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data ACL 2019 Neural Scene Decomposition for Multi-Person Motion Capture CVPR 2019 Noise2Void - Learning Denoising From Single Noisy Images CVPR 2019 Noise-Aware Unsupervised Deep Lidar-Stereo Fusion CVPR 2019