Deep Learning

Object Detection Meets Knowledge Graphs IJCAI 2017 Obtaining referential word meanings from visual and distributional information: Experiments on object naming ACL 2017 OctNet: Learning Deep 3D Representations at High Resolutions CVPR 2017 Off-Topic Spoken Response Detection Using Siamese Convolutional Neural Networks Interspeech 2017 Off-Topic Spoken Response Detection with Word Embeddings Interspeech 2017 OhioState at IJCNLP-2017 Task 4: Exploring Neural Architectures for Multilingual Customer Feedback Analysis IJCNLP 2017 On Approximation Guarantees for Greedy Low Rank Optimization ICML 2017 On Blackbox Backpropagation and Jacobian Sensing NeurIPS 2017 On Calibration of Modern Neural Networks ICML 2017 On Compressing Deep Models by Low Rank and Sparse Decomposition CVPR 2017 On Design of Robust Deep Models for CHiME-4 Multi-Channel Speech Recognition with Multiple Configurations of Array Microphones Interspeech 2017 One-Shot Imitation Learning NeurIPS 2017 One-Shot Metric Learning for Person Re-Identification CVPR 2017 One-Shot Video Object Segmentation CVPR 2017 One-Sided Unsupervised Domain Mapping NeurIPS 2017 One-To-Many Network for Visually Pleasing Compression Artifacts Reduction CVPR 2017 On Human Motion Prediction Using Recurrent Neural Networks CVPR 2017 Online End-of-Turn Detection from Speech Based on Stacked Time-Asynchronous Sequential Networks Interspeech 2017 Online Learning with Stochastic Recurrent Neural Networks using Intrinsic Motivation Signals CoRL 2017 Online Video Object Segmentation via Convolutional Trident Network CVPR 2017 On Multi-Domain Training and Adaptation of End-to-End RNN Acoustic Models for Distant Speech Recognition Interspeech 2017 On orthogonality and learning recurrent networks with long term dependencies ICML 2017 On the Ability of Neural Nets to Express Distributions COLT 2017 On the Complexity of Learning Neural Networks NeurIPS 2017 On the Expressive Power of Deep Neural Networks ICML 2017