Self-Supervised Learning

Which Way Are You Going? Imitative Decision Learning for Path Forecasting in Dynamic Scenes CVPR 2019 Who Needs Words? Lexicon-Free Speech Recognition Interspeech 2019 Word-order Biases in Deep-agent Emergent Communication ACL 2019 World From Blur CVPR 2019 XLNet: Generalized Autoregressive Pretraining for Language Understanding NeurIPS 2019 Yimmon at SemEval-2019 Task 9: Suggestion Mining with Hybrid Augmented Approaches SemEval 2019 Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference AAAI 2019 Zero-shot Learning via Simultaneous Generating and Learning NeurIPS 2019 A Computational Model for the Linguistic Notion of Morphological Paradigm COLING 2018 A Deeper Look into Dependency-Based Word Embeddings NAACL 2018 Agile Autonomous Driving using End-to-End Deep Imitation Learning RSS 2018 A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks NeurIPS 2018 An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification COLING 2018 An Inference-Based Policy Gradient Method for Learning Options ICML 2018 An Information Theory based Approach to Multisource Clustering IJCAI 2018 Aperture Supervision for Monocular Depth Estimation CVPR 2018 A Priori SNR Estimation Based on a Recurrent Neural Network for Robust Speech Enhancement Interspeech 2018 A Probabilistic U-Net for Segmentation of Ambiguous Images NeurIPS 2018 A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings ACL 2018 Automatic Goal Generation for Reinforcement Learning Agents ICML 2018 Autoregressive Quantile Networks for Generative Modeling ICML 2018 A Weighted Superposition of Functional Contours Model for Modelling Contextual Prominence of Elementary Prosodic Contours Interspeech 2018 Backpropagating through Structured Argmax using a SPIGOT ACL 2018 Behavioral Cloning from Observation IJCAI 2018 Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification IJCAI 2018