Deep Learning

Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge Interspeech 2018 DiCE: The Infinitely Differentiable Monte Carlo Estimator ICML 2018 DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding ICML 2018 Did the Model Understand the Question? ACL 2018 Did you offend me? Classification of Offensive Tweets in Hinglish Language EMNLP 2018 Differentiable Abstract Interpretation for Provably Robust Neural Networks ICML 2018 Differentiable Compositional Kernel Learning for Gaussian Processes ICML 2018 Differentiable plasticity: training plastic neural networks with backpropagation ICML 2018 Differential Attention for Visual Question Answering CVPR 2018 Differentiated Attentive Representation Learning for Sentence Classification IJCAI 2018 Differentiating Concepts and Instances for Knowledge Graph Embedding EMNLP 2018 Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting ICLR 2018 Diffusion Maps for Textual Network Embedding NeurIPS 2018 DifNet: Semantic Segmentation by Diffusion Networks NeurIPS 2018 Dilated Convolutional Network with Iterative Optimization for Continuous Sign Language Recognition IJCAI 2018 Di-LSTM Contrast : A Deep Neural Network for Metaphor Detection NAACL 2018 Dimensionality-Driven Learning with Noisy Labels ICML 2018 Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex Optimization NeurIPS 2018 Direct Output Connection for a High-Rank Language Model EMNLP 2018 Disambiguated skip-gram model EMNLP 2018 Disambiguating False-Alarm Hashtag Usages in Tweets for Irony Detection ACL 2018 Disconnected Manifold Learning for Generative Adversarial Networks NeurIPS 2018 Disconnected Recurrent Neural Networks for Text Categorization ACL 2018 Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference ACL 2018 Discourse Marker Detection for Hesitation Events on Mandarin Conversation Interspeech 2018