Self-Supervised Learning

Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency CVPR 2017 MUSE: Modularizing Unsupervised Sense Embeddings EMNLP 2017 Neural Face Editing With Intrinsic Image Disentangling CVPR 2017 Neural Net Models of Open-domain Discourse Coherence EMNLP 2017 Nonlinear Hybrid Planning with Deep Net Learned Transition Models and Mixed-Integer Linear Programming IJCAI 2017 Nora the Empathetic Psychologist Interspeech 2017 On Human Motion Prediction Using Recurrent Neural Networks CVPR 2017 Parsing Universal Dependencies without training EACL 2017 Player Movement Models for Video Game Level Generation IJCAI 2017 Predictive-State Decoders: Encoding the Future into Recurrent Networks NeurIPS 2017 PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs NeurIPS 2017 Provable Self-Representation Based Outlier Detection in a Union of Subspaces CVPR 2017 REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models NeurIPS 2017 RobustFill: Neural Program Learning under Noisy I/O ICML 2017 Robust Softmax Regression for Multi-class Classification with Self-Paced Learning IJCAI 2017 Safe Visual Navigation via Deep Learning and Novelty Detection RSS 2017 Self-Critical Sequence Training for Image Captioning CVPR 2017 Self-Crowdsourcing Training for Relation Extraction ACL 2017 Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model CVPR 2017 Self-paced Compensatory Deep Boltzmann Machine for Semi-Structured Document Embedding IJCAI 2017 Self-paced Convolutional Neural Networks IJCAI 2017 Self-paced Mixture of Regressions IJCAI 2017 Self-Supervised Intrinsic Image Decomposition NeurIPS 2017 Self-Supervised Learning of Visual Features Through Embedding Images Into Text Topic Spaces CVPR 2017 Self-Supervised Video Representation Learning With Odd-One-Out Networks CVPR 2017