Deep Learning

TVT: Two-View Transformer Network for Video Captioning ACML 2018 Tweety at SemEval-2018 Task 2: Predicting Emojis using Hierarchical Attention Neural Networks and Support Vector Machine SemEval 2018 Twin Networks: Matching the Future for Sequence Generation ICLR 2018 Twin Regularization for Online Speech Recognition Interspeech 2018 Two Local Models for Neural Constituent Parsing COLING 2018 Two-Stream Convolutional Networks for Dynamic Texture Synthesis CVPR 2018 UBC-NLP at IEST 2018: Learning Implicit Emotion With an Ensemble of Language Models EMNLP 2018 UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network SemEval 2018 Unbiased Online Recurrent Optimization ICLR 2018 Uncertainty-Aware Attention for Reliable Interpretation and Prediction NeurIPS 2018 Understanding Back-Translation at Scale EMNLP 2018 Understanding Batch Normalization NeurIPS 2018 Understanding Convolutional Neural Networks for Text Classification EMNLP 2018 Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study EMNLP 2018 Understanding Deep Neural Networks with Rectified Linear Units ICLR 2018 Understanding Generalization and Optimization Performance of Deep CNNs ICML 2018 Understanding Short-Horizon Bias in Stochastic Meta-Optimization ICLR 2018 Understanding the Loss Surface of Neural Networks for Binary Classification ICML 2018 Understanding Weight Normalized Deep Neural Networks with Rectified Linear Units NeurIPS 2018 Underwater Image Restoration Based on Convolutional Neural Network ACML 2018 Uni-DUE Student Team: Tackling fact checking through decomposable attention neural network EMNLP 2018 Unifying and Merging Well-trained Deep Neural Networks for Inference Stage IJCAI 2018 Unifying Identification and Context Learning for Person Recognition CVPR 2018 UniMa at SemEval-2018 Task 7: Semantic Relation Extraction and Classification from Scientific Publications SemEval 2018 UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing SemEval 2018