Techniques

Multi-width Activation and Multiple Receptive Field Networks for Dynamic Scene Deblurring ACML 2019 MUREL: Multimodal Relational Reasoning for Visual Question Answering CVPR 2019 MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting IJCAI 2019 NetTailor: Tuning the Architecture, Not Just the Weights CVPR 2019 Network Recasting: A Universal Method for Network Architecture Transformation AAAI 2019 Neural Attentive Bag-of-Entities Model for Text Classification CoNLL 2019 Neural Finite-State Transducers: Beyond Rational Relations NAACL 2019 Neural Lemmatization of Multiword Expressions ACL 2019 Neural Machine Translation with Reordering Embeddings ACL 2019 Neural network gradient-based learning of black-box function interfaces ICLR 2019 Neural Networks with Cheap Differential Operators NeurIPS 2019 Neural Network to Identify Personal Health Experience Mention in Tweets Using BioBERT Embeddings ACL 2019 Neural News Recommendation with Attentive Multi-View Learning IJCAI 2019 Neural News Recommendation with Heterogeneous User Behavior EMNLP 2019 Neural News Recommendation with Multi-Head Self-Attention EMNLP 2019 Neural News Recommendation with Topic-Aware News Representation ACL 2019 Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology ICLR 2019 Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization CVPR 2019 Neural Sequential Phrase Grounding (SeqGROUND) CVPR 2019 NeuronBlocks: Building Your NLP DNN Models Like Playing Lego EMNLP 2019 NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks AAAI 2019 NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection EMNLP 2019 NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language ACL 2019 Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics NeurIPS 2019 Non-vacuous Generalization Bounds at the ImageNet Scale: a PAC-Bayesian Compression Approach ICLR 2019