Deep Learning

Task-Driven Dynamic Fusion: Reducing Ambiguity in Video Description CVPR 2017 Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching EACL 2017 Teaching Compositionality to CNNs CVPR 2017 Teaching Machines to Describe Images with Natural Language Feedback NeurIPS 2017 Temporal Coherency based Criteria for Predicting Video Frames using Deep Multi-stage Generative Adversarial Networks NeurIPS 2017 Temporal dynamics of semantic relations in word embeddings: an application to predicting armed conflict participants EMNLP 2017 Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture EMNLP 2017 Temporal Residual Networks for Dynamic Scene Recognition CVPR 2017 Tensor Biclustering NeurIPS 2017 Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis AISTATS 2017 Tensor Fusion Network for Multimodal Sentiment Analysis EMNLP 2017 Tensor-Train Recurrent Neural Networks for Video Classification ICML 2017 TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NeurIPS 2017 Text Sentiment Analysis based on Fusion of Structural Information and Serialization Information IJCNLP 2017 The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives CVPR 2017 The Expressive Power of Neural Networks: A View from the Width NeurIPS 2017 The HIT-SCIR System for End-to-End Parsing of Universal Dependencies CoNLL 2017 The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously CoRL 2017 The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring Interspeech 2017 The Labeled Segmentation of Printed Books EMNLP 2017 The Loss Surface of Deep and Wide Neural Networks ICML 2017 The Marginal Value of Adaptive Gradient Methods in Machine Learning NeurIPS 2017 The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural Semantic Parsing SemEval 2017 The More You Know: Using Knowledge Graphs for Image Classification CVPR 2017 The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process NeurIPS 2017