Self-Supervised Learning

Disambiguating False-Alarm Hashtag Usages in Tweets for Irony Detection ACL 2018 Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment CVPR 2018 Disentangling Factors of Variation by Mixing Them CVPR 2018 Disentangling Structure and Aesthetics for Style-Aware Image Completion CVPR 2018 Distributed Self-Paced Learning in Alternating Direction Method of Multipliers IJCAI 2018 Diverse Ensemble Evolution: Curriculum Data-Model Marriage NeurIPS 2018 DiverseNet: When One Right Answer Is Not Enough CVPR 2018 Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention ACL 2018 Dual Conditional GANs for Face Aging and Rejuvenation IJCAI 2018 Dual Skipping Networks CVPR 2018 DVAE++: Discrete Variational Autoencoders with Overlapping Transformations ICML 2018 Dynamic Evaluation of Neural Sequence Models ICML 2018 Emergence of Invariance and Disentanglement in Deep Representations JMLR 2018 EmotionX-AR: CNN-DCNN autoencoder based Emotion Classifier ACL 2018 EmotionX-JTML: Detecting emotions with Attention ACL 2018 End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification EMNLP 2018 Evaluating Theory of Mind in Question Answering EMNLP 2018 EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras RSS 2018 Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning CVPR 2018 Facial Expression Recognition by De-Expression Residue Learning CVPR 2018 Feature Representation of Short Utterances Based on Knowledge Distillation for Spoken Language Identification Interspeech 2018 Features, Projections, and Representation Change for Generalized Planning IJCAI 2018 FlipDial: A Generative Model for Two-Way Visual Dialogue CVPR 2018 Follow-up Question Generation Using Pattern-based Seq2seq with a Small Corpus for Interview Coaching Interspeech 2018 Forecasting Treatment Responses Over Time Using Recurrent Marginal Structural Networks NeurIPS 2018