Techniques

Surprisingly Easy Hard-Attention for Sequence to Sequence Learning EMNLP 2018 Surprising properties of dropout in deep networks JMLR 2018 Synaptic Strength For Convolutional Neural Network NeurIPS 2018 Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? ACL 2018 SyntNN at SemEval-2018 Task 2: is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons SemEval 2018 Target Foresight Based Attention for Neural Machine Translation NAACL 2018 Target-Sensitive Memory Networks for Aspect Sentiment Classification ACL 2018 TCS Research at SemEval-2018 Task 1: Learning Robust Representations using Multi-Attention Architecture SemEval 2018 Tell Me Where to Look: Guided Attention Inference Network CVPR 2018 Temporal Attentive Pooling for Acoustic Event Detection Interspeech 2018 Temporally Efficient Deep Learning with Spikes ICLR 2018 Temporal Transformer Networks for Acoustic Scene Classification Interspeech 2018 TETRIS: TilE-matching the TRemendous Irregular Sparsity NeurIPS 2018 The emergence of spectral universality in deep networks AISTATS 2018 Thermometer Encoding: One Hot Way To Resist Adversarial Examples ICLR 2018 They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking COLING 2018 Tips and Tricks for Visual Question Answering: Learnings From the 2017 Challenge CVPR 2018 To Attend or not to Attend: A Case Study on Syntactic Structures for Semantic Relatedness ACL 2018 Towards Automated Single Channel Source Separation Using Neural Networks Interspeech 2018 Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach IJCAI 2018 Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization CVPR 2018 Towards Pose Invariant Face Recognition in the Wild CVPR 2018 Towards Reverse-Engineering Black-Box Neural Networks ICLR 2018 Towards Robust Detection of Adversarial Examples NeurIPS 2018 Training and Inference with Integers in Deep Neural Networks ICLR 2018