DeepSaucer: Unified Environment for Verifying Deep Neural Networks. Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models. Stochastic seismic waveform inversion using generative adversarial networks as a geological prior. Audio-Visual Event Localization in Unconstrained Videos. Why do deep convolutional networks ge …

Deeper Image Quality Transfer: Training Low-Memory Neural Networks for 3D Images. Visual Text Correction. Lipschitz regularity of deep neural networks: analysis and efficient estimation. Integrating Local Context and Global Cohesiveness for Open Information Extraction. Symbolic Priors for RNN-based Semantic Parsing. Semi-Amortized Variational Autoe …

Power Law in Sparsified Deep Neural Networks. Weight Initialization in Neural Language Models. Analytic Network Learning. Scale calibration for high-dimensional robust regression. Synaptic Strength For Convolutional Neural Network. Learning Decorrelated Hashing Codes for Multimodal Retrieval. A Unified Particle-Optimization Framework for Scalable B …