Deep Learning

Bridge Video and Text with Cascade Syntactic Structure COLING 2018 Bridging CNNs, RNNs, and Weighted Finite-State Machines ACL 2018 BRITS: Bidirectional Recurrent Imputation for Time Series NeurIPS 2018 BRUNO: A Deep Recurrent Model for Exchangeable Data NeurIPS 2018 Building Context-aware Clause Representations for Situation Entity Type Classification EMNLP 2018 Building Sparse Deep Feedforward Networks using Tree Receptive Fields IJCAI 2018 Burst Denoising With Kernel Prediction Networks CVPR 2018 Byzantine Stochastic Gradient Descent NeurIPS 2018 CAGAN: Consistent Adversarial Training Enhanced GANs IJCAI 2018 CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization EMNLP 2018 Camera Style Adaptation for Person Re-Identification CVPR 2018 Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and k-means AISTATS 2018 Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games? ICML 2018 Can LSTM Learn to Capture Agreement? The Case of Basque EMNLP 2018 Can Neural Networks Understand Logical Entailment? ICLR 2018 Can recurrent neural networks warp time? ICLR 2018 Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? CVPR 2018 Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy COLING 2018 Can We Gain More from Orthogonality Regularizations in Training Deep Networks? NeurIPS 2018 Can You Spot the Semantic Predicate in this Video? COLING 2018 CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces NeurIPS 2018 Capsule Networks for Low Resource Spoken Language Understanding Interspeech 2018 CartoonGAN: Generative Adversarial Networks for Photo Cartoonization CVPR 2018 Cartoon-to-Photo Facial Translation with Generative Adversarial Networks ACML 2018 Cascade Adversarial Machine Learning Regularized with a Unified Embedding ICLR 2018