Self-Supervised Learning

NICT Kyoto Submission for the WMT’20 Quality Estimation Task: Intermediate Training for Domain and Task Adaptation EMNLP 2020 NLP_Passau at SemEval-2020 Task 12: Multilingual Neural Network for Offensive Language Detection in English, Danish and Turkish SemEval 2020 No Gestures Left Behind: Learning Relationships between Spoken Language and Freeform Gestures EMNLP 2020 Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising NeurIPS 2020 Noise Isn’t Always Negative: Countering Exposure Bias in Sequence-to-Sequence Inflection Models COLING 2020 Noise Tokens: Learning Neural Noise Templates for Environment-Aware Speech Enhancement Interspeech 2020 Noisier2Noise: Learning to Denoise From Unpaired Noisy Data CVPR 2020 Non-Adversarial Video Synthesis With Learned Priors CVPR 2020 Non-Parallel Voice Conversion with Fewer Labeled Data by Conditional Generative Adversarial Networks Interspeech 2020 Normalizing Flows With Multi-Scale Autoregressive Priors CVPR 2020 Object-Oriented Dynamics Learning through Multi-Level Abstraction AAAI 2020 Octanove Labs’ Japanese-Chinese Open Domain Translation System ACL 2020 Offline Imitation Learning with a Misspecified Simulator NeurIPS 2020 One-sample Guided Object Representation Disassembling NeurIPS 2020 One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases ACL 2020 Online Adaptation for Consistent Mesh Reconstruction in the Wild NeurIPS 2020 On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond ACL 2020 On the interaction between supervision and self-play in emergent communication ICLR 2020 On the Robustness of Language Encoders against Grammatical Errors ACL 2020 On the Uncertainty of Self-Supervised Monocular Depth Estimation CVPR 2020 Order-Free Learning Alleviating Exposure Bias in Multi-Label Classification AAAI 2020 Orderless Recurrent Models for Multi-Label Classification CVPR 2020 Overcoming Language Priors with Self-supervised Learning for Visual Question Answering IJCAI 2020 PAC-Bayesian Contrastive Unsupervised Representation Learning UAI 2020 Parsing as Pretraining AAAI 2020