Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies. TGIF: A New Dataset and Benchmark on Animated GIF Description. Video Description using Bidirectional Recurrent Neural Networks. High-Dimensional Regularized Discriminant Analysis. MusicMood: Predicting the mood of music from song lyrics using machine learning. Improved Technique …

Expert Gate: Lifelong Learning with a Network of Experts. Adversarial examples in the physical world. InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets. Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning. COCO: A Platform for Comparing Continuous Optimizers in a Bla …

Single-Image Depth Perception in the Wild. CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases. A deep language model for software code. The Grail theorem prover: Type theory for syntax and semantics. Hybrid Recommender System based on Autoencoders. Deep Exploration via Bootstrapped DQN. Parallelizing Stochastic Gradient D …

Deep Networks with Stochastic Depth. Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding. CSVideoNet: A Real-time End-to-end Learning Framework for High-frame-rate Video Compressive Sensing. Convolutional Radio Modulation Recognition Networks. Confidence driven TGV fusion. Deep Learning without Poor Local Minima. A Power …

Deep Feature Consistent Variational Autoencoder. Stratification of patient trajectories using covariate latent variable models. Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification. Faster R-CNN Features for Instance Search. Generative Adversarial Imitation Learning. Robsut Wrod Reocginiton via semi-Character Recurrent Neu …

Deep Convolutional Neural Network Design Patterns. Mining Fashion Outfit Composition Using An End-to-End Deep Learning Approach on Set Data. Generic Inference in Latent Gaussian Process Models. Direct Sparse Odometry. Google’s Neural Machine Translation System: Bridging the Gap between Human and Machine Translation. A Compare-Aggregate Model for Ma …

Semi-supervised Zero-Shot Learning by a Clustering-based Approach. Generative Image Modeling using Style and Structure Adversarial Networks. Variational Lossy Autoencoder. Semi-supervised Learning using Denoising Autoencoders for Brain Lesion Detection and Segmentation. Temporally Robust Global Motion Compensation by Keypoint-based Congealing. Extr …