Deep Learning

Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension EMNLP 2017 Ubernet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory CVPR 2017 UMDeep at SemEval-2017 Task 1: End-to-End Shared Weight LSTM Model for Semantic Textual Similarity SemEval 2017 Uncertainty-driven Imagination for Continuous Deep Reinforcement Learning CoRL 2017 Understanding Synthetic Gradients and Decoupled Neural Interfaces ICML 2017 Understanding Traffic Density From Large-Scale Web Camera Data CVPR 2017 Unfolded Deep Recurrent Convolutional Neural Network with Jump Ahead Connections for Acoustic Modeling Interspeech 2017 Unfolding and Shrinking Neural Machine Translation Ensembles EMNLP 2017 Unified Representation and Lifted Sampling for Generative Models of Social Networks IJCAI 2017 Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays NeurIPS 2017 Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction ACL 2017 Unite the People: Closing the Loop Between 3D and 2D Human Representations CVPR 2017 Universal Adversarial Perturbations CVPR 2017 Universal Style Transfer via Feature Transforms NeurIPS 2017 Unrolling the Shutter: CNN to Correct Motion Distortions CVPR 2017 Unsupervised Filterbank Learning Using Convolutional Restricted Boltzmann Machine for Environmental Sound Classification Interspeech 2017 Unsupervised Image-to-Image Translation Networks NeurIPS 2017 Unsupervised Learning by Predicting Noise ICML 2017 Unsupervised Learning of Deep Feature Representation for Clustering Egocentric Actions IJCAI 2017 Unsupervised Learning of Depth and Ego-Motion From Video CVPR 2017 Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NeurIPS 2017 Unsupervised Learning of Disentangled Representations from Video NeurIPS 2017 Unsupervised Learning of Long-Term Motion Dynamics for Videos CVPR 2017 Unsupervised learning of object frames by dense equivariant image labelling NeurIPS 2017 Unsupervised Part Learning for Visual Recognition CVPR 2017