Self-Supervised Learning

BRUNO: A Deep Recurrent Model for Exchangeable Data NeurIPS 2018 Conditional Noise-Contrastive Estimation of Unnormalised Models ICML 2018 Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization NeurIPS 2018 Cycle-Consistent Speech Enhancement Interspeech 2018 Deep Image Prior CVPR 2018 Deep Learning for Acoustic Echo Cancellation in Noisy and Double-Talk Scenarios Interspeech 2018 Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database CVPR 2018 Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons CVPR 2018 Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective CVPR 2018 Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge Interspeech 2018 Differentiable plasticity: training plastic neural networks with backpropagation ICML 2018 Exploring How Phone Classification Neural Networks Learn Phonetic Information by Visualising and Interpreting Bottleneck Features Interspeech 2018 Free Supervision From Video Games CVPR 2018 From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings NAACL 2018 Geometry Guided Convolutional Neural Networks for Self-Supervised Video Representation Learning CVPR 2018 GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose CVPR 2018 Hierarchical Neural Story Generation ACL 2018 Image Restoration by Estimating Frequency Distribution of Local Patches CVPR 2018 Implicit Argument Prediction with Event Knowledge NAACL 2018 Improvements to Context Based Self-Supervised Learning CVPR 2018 Inductive Two-Layer Modeling with Parametric Bregman Transfer ICML 2018 Iterative Back-Translation for Neural Machine Translation ACL 2018 Learning and Using the Arrow of Time CVPR 2018 Learning Compositional Visual Concepts With Mutual Consistency CVPR 2018 Learning Depth From Monocular Videos Using Direct Methods CVPR 2018