Self-Supervised Learning

Speech-XLNet: Unsupervised Acoustic Model Pretraining for Self-Attention Networks Interspeech 2020 SpeedNet: Learning the Speediness in Videos CVPR 2020 SpSequenceNet: Semantic Segmentation Network on 4D Point Clouds CVPR 2020 SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning EMNLP 2020 SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness EMNLP 2020 Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations EMNLP 2020 Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics CVPR 2020 Stimulating Creativity with FunLines: A Case Study of Humor Generation in Headlines ACL 2020 Stochastic Convolutional Recurrent Networks for Language Modeling Interspeech 2020 Stochastic Talking Face Generation Using Latent Distribution Matching Interspeech 2020 Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio Optimization ACL 2020 Strategies for Pre-training Graph Neural Networks ICLR 2020 StrawNet: Self-Training WaveNet for TTS in Low-Data Regimes Interspeech 2020 StructEdit: Learning Structural Shape Variations CVPR 2020 Stylized Text Generation: Approaches and Applications ACL 2020 SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization ACL 2020 Swarm Intelligence for Self-Organized Clustering (Extended Abstract) IJCAI 2020 Syntactic and Semantic-driven Learning for Open Information Extraction EMNLP 2020 TailorGAN: Making User-Defined Fashion Designs WACV 2020 Target Inference in Argument Conclusion Generation ACL 2020 TA-Student VQA: Multi-Agents Training by Self-Questioning CVPR 2020 Telling Left From Right: Learning Spatial Correspondence of Sight and Sound CVPR 2020 Temporal Attention Convolutional Network for Speech Emotion Recognition with Latent Representation Interspeech 2020 Temporal Contrastive Pretraining for Video Action Recognition WACV 2020 Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks NeurIPS 2020