Deep Learning

Arbicon-Net: Arbitrary Continuous Geometric Transformation Networks for Image Registration NeurIPS 2019 Arbitrary Style Transfer With Style-Attentional Networks CVPR 2019 ArcFace: Additive Angular Margin Loss for Deep Face Recognition CVPR 2019 Area Attention ICML 2019 A Real-Time Wideband Neural Vocoder at 1.6kb/s Using LPCNet Interspeech 2019 A Recurrent BERT-based Model for Question Generation EMNLP 2019 A recurrent Markov state-space generative model for sequences AISTATS 2019 Are deep ResNets provably better than linear predictors? NeurIPS 2019 Are Disentangled Representations Helpful for Abstract Visual Reasoning? NeurIPS 2019 Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization ACL 2019 Are Labels Required for Improving Adversarial Robustness? NeurIPS 2019 A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes CVPR 2019 A Representer Theorem for Deep Kernel Learning JMLR 2019 A Representer Theorem for Deep Neural Networks JMLR 2019 Are Sixteen Heads Really Better than One? NeurIPS 2019 Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple References ACL 2019 A Review-Driven Neural Model for Sequential Recommendation IJCAI 2019 Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets EMNLP 2019 Are we there yet? Encoder-decoder neural networks as cognitive models of English past tense inflection ACL 2019 Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network ACL 2019 ARGAN: Attentive Recurrent Generative Adversarial Network for Shadow Detection and Removal ICCV 2019 Argument Component Classification by Relation Identification by Neural Network and TextRank ACL 2019 Argument Generation with Retrieval, Planning, and Realization ACL 2019 ARHNet - Leveraging Community Interaction for Detection of Religious Hate Speech in Arabic ACL 2019 A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction NAACL 2019