Self-Supervised Learning

CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis EMNLP 2019 Cloze-driven Pretraining of Self-attention Networks EMNLP 2019 Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification EMNLP 2019 Connecting the Dots: Learning Representations for Active Monocular Depth Estimation CVPR 2019 Contextualized Word Representations from Distant Supervision with and for NER EMNLP 2019 Contextual Text Denoising with Masked Language Model EMNLP 2019 Countering Language Drift via Visual Grounding EMNLP 2019 Cross-Modal Self-Attention Network for Referring Image Segmentation CVPR 2019 Dancing to Music NeurIPS 2019 DDFlow: Learning Optical Flow with Unlabeled Data Distillation AAAI 2019 Deep Comprehensive Correlation Mining for Image Clustering ICCV 2019 Deep Multimodal Clustering for Unsupervised Audiovisual Learning CVPR 2019 Deep Robust Unsupervised Multi-Modal Network AAAI 2019 DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision NeurIPS 2019 DeepView: View Synthesis With Learned Gradient Descent CVPR 2019 DeepVoxels: Learning Persistent 3D Feature Embeddings CVPR 2019 Deictic Image Mapping: An Abstraction for Learning Pose Invariant Manipulation Policies AAAI 2019 Demo: Learning to Perceive Long-Range Obstacles Using Self-Supervision from Short-Range Sensors AAAI 2019 Denoising based Sequence-to-Sequence Pre-training for Text Generation EMNLP 2019 Dense Depth Posterior (DDP) From Single Image and Sparse Range CVPR 2019 Detecting Mismatch Between Speech and Transcription Using Cross-Modal Attention Interspeech 2019 Digging Into Self-Supervised Monocular Depth Estimation ICCV 2019 Discovering Visual Patterns in Art Collections With Spatially-Consistent Feature Learning CVPR 2019 Domain Generalization by Solving Jigsaw Puzzles CVPR 2019 "Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors CVPR 2019