Techniques

Attentive Interaction Model: Modeling Changes in View in Argumentation NAACL 2018 Attentive Statistics Pooling for Deep Speaker Embedding Interspeech 2018 A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss ACL 2018 Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks MLHC 2018 Automatic Question Detection from Acoustic and Phonetic Features Using Feature-wise Pre-training Interspeech 2018 Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming NeurIPS 2018 Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP ACL 2018 Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks NeurIPS 2018 Batch Normalized Deep Boltzmann Machines ACML 2018 Bayesian Uncertainty Estimation for Batch Normalized Deep Networks ICML 2018 Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations ICML 2018 Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering ICLR 2018 Bilinear Attention Networks NeurIPS 2018 BLCU_NLP at SemEval-2018 Task 12: An Ensemble Model for Argument Reasoning Based on Hierarchical Attention SemEval 2018 Boosting Dilated Convolutional Networks with Mixed Tensor Decompositions ICLR 2018 Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering CVPR 2018 Breaking the Activation Function Bottleneck through Adaptive Parameterization NeurIPS 2018 Can Neural Networks Understand Logical Entailment? ICLR 2018 Can We Gain More from Orthogonality Regularizations in Training Deep Networks? NeurIPS 2018 Cascaded Mutual Modulation for Visual Reasoning EMNLP 2018 Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog NAACL 2018 ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions NeurIPS 2018 Character-Level Feature Extraction with Densely Connected Networks COLING 2018 Character-level Language Modeling with Gated Hierarchical Recurrent Neural Networks Interspeech 2018 "Chitty-Chitty-Chat Bot": Deep Learning for Conversational AI IJCAI 2018