Deep Learning

A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection CVPR 2017 A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NeurIPS 2017 A Divergence Bound for Hybrids of MCMC and Variational Inference and an Application to Langevin Dynamics and SGVI ICML 2017 ADMM without a Fixed Penalty Parameter: Faster Convergence with New Adaptive Penalization NeurIPS 2017 Advances in Joint CTC-Attention Based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM Interspeech 2017 Adversarial Adaptation of Synthetic or Stale Data ACL 2017 Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification ACL 2017 Adversarial Discriminative Domain Adaptation CVPR 2017 Adversarial Generation of Real-time Feedback with Neural Networks for Simulation-based Training IJCAI 2017 Adversarial Learning for Neural Dialogue Generation EMNLP 2017 Adversarially Tuned Scene Generation CVPR 2017 Adversarial Network Bottleneck Features for Noise Robust Speaker Verification Interspeech 2017 Adversarial Ranking for Language Generation NeurIPS 2017 Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks ICML 2017 A Factored Neural Network Model for Characterizing Online Discussions in Vector Space EMNLP 2017 A Fast and Lightweight System for Multilingual Dependency Parsing CoNLL 2017 A Feature-Enriched Neural Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging IJCAI 2017 Affect-LM: A Neural Language Model for Customizable Affective Text Generation ACL 2017 A Fully Convolutional Neural Network for Speech Enhancement Interspeech 2017 A Functional Dynamic Boltzmann Machine IJCAI 2017 AGA: Attribute-Guided Augmentation CVPR 2017 A Generative Attentional Neural Network Model for Dialogue Act Classification ACL 2017 A Generative Model for Depth-Based Robust 3D Facial Pose Tracking CVPR 2017 A Generative Parser with a Discriminative Recognition Algorithm ACL 2017 Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization CVPR 2017