Self-Supervised Learning

Non-linear motor control by local learning in spiking neural networks ICML 2018 Nonlinear Weighted Finite Automata AISTATS 2018 Object-oriented Neural Programming (OONP) for Document Understanding ACL 2018 Pairwise-Ranking based Collaborative Recurrent Neural Networks for Clinical Event Prediction IJCAI 2018 PixelSNAIL: An Improved Autoregressive Generative Model ICML 2018 Playing hard exploration games by watching YouTube NeurIPS 2018 Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing ACL 2018 Pre- and In-Parsing Models for Neural Empty Category Detection ACL 2018 Predicting and interpreting embeddings for out of vocabulary words in downstream tasks EMNLP 2018 Predicting Human Trustfulness from Facebook Language NAACL 2018 Punny Captions: Witty Wordplay in Image Descriptions NAACL 2018 Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks EMNLP 2018 Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform CVPR 2018 Recurrent Predictive State Policy Networks ICML 2018 Redundancy-resistant Generative Hashing for Image Retrieval IJCAI 2018 Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid IJCAI 2018 Robustness via Retrying: Closed-Loop Robotic Manipulation with Self-Supervised Learning CoRL 2018 Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning Interspeech 2018 Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents IJCAI 2018 Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML 2018 Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval CVPR 2018 Self-Supervised Deep Low-Rank Assignment Model for Prototype Selection IJCAI 2018 Self-Supervised Feature Learning by Learning to Spot Artifacts CVPR 2018 Self-Supervised Generation of Spatial Audio for 360° Video NeurIPS 2018 Self-Supervised Learning of Geometrically Stable Features Through Probabilistic Introspection CVPR 2018