Self-Supervised Learning

Sequence Prediction with Unlabeled Data by Reward Function Learning IJCAI 2017 Sequence to Sequence Modeling for User Simulation in Dialog Systems Interspeech 2017 Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control ICML 2017 Sequential Person Recognition in Photo Albums With a Recurrent Network CVPR 2017 Stacked Similarity-Aware Autoencoders IJCAI 2017 Stochastic Gradient MCMC Methods for Hidden Markov Models ICML 2017 Studying the Link Between Inter-Speaker Coordination and Speech Imitation Through Human-Machine Interactions Interspeech 2017 Toward Multimodal Image-to-Image Translation NeurIPS 2017 Unsupervised Learning of Depth and Ego-Motion From Video CVPR 2017 Unsupervised Speech Signal to Symbol Transformation for Zero Resource Speech Applications Interspeech 2017 Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm EMNLP 2017 VAIN: Attentional Multi-agent Predictive Modeling NeurIPS 2017 Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net NeurIPS 2017 Video Highlight Prediction Using Audience Chat Reactions EMNLP 2017 Analyzing Temporal Dynamics of Dyadic Synchrony in Affective Interactions Interspeech 2016 An Investigation of Deep Neural Network Architectures for Language Recognition in Indian Languages Interspeech 2016 An Online Sequence-to-Sequence Model Using Partial Conditioning NeurIPS 2016 Anticipating Visual Representations From Unlabeled Video CVPR 2016 Asking for Help with the Right Question by Predicting Human Visual Performance RSS 2016 Collaborative Recurrent Autoencoder: Recommend while Learning to Fill in the Blanks NeurIPS 2016 Combination of Convolutional and Recurrent Neural Network for Sentiment Analysis of Short Texts COLING 2016 Context Encoders: Feature Learning by Inpainting CVPR 2016 DeepMath - Deep Sequence Models for Premise Selection NeurIPS 2016 Deep Stacked Autoencoders for Spoken Language Understanding Interspeech 2016 Dual Learning for Machine Translation NeurIPS 2016