Deep Learning

Domain Adaptive Faster R-CNN for Object Detection in the Wild CVPR 2018 Do Neural Network Cross-Modal Mappings Really Bridge Modalities? ACL 2018 Don't Decay the Learning Rate, Increase the Batch Size ICLR 2018 Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization EMNLP 2018 Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction ACL 2018 Double Path Networks for Sequence to Sequence Learning COLING 2018 Doubly Aligned Incomplete Multi-view Clustering IJCAI 2018 DRACO: Byzantine-resilient Distributed Training via Redundant Gradients ICML 2018 DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference NAACL 2018 DropBlock: A regularization method for convolutional networks NeurIPS 2018 DropMax: Adaptive Variational Softmax NeurIPS 2018 Dropout as a Low-Rank Regularizer for Matrix Factorization AISTATS 2018 Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization NeurIPS 2018 DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction ACL 2018 Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models EMNLP 2018 Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems CoNLL 2018 Dual Memory Network Model for Biased Product Review Classification EMNLP 2018 Duplex Generative Adversarial Network for Unsupervised Domain Adaptation CVPR 2018 DVAE++: Discrete Variational Autoencoders with Overlapping Transformations ICML 2018 DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors NeurIPS 2018 Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks ICML 2018 Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks ICML 2018 Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices IJCAI 2018 Dynamic Evaluation of Neural Sequence Models ICML 2018 Dynamic Feature Selection with Attention in Incremental Parsing COLING 2018