Techniques

Normalization Helps Training of Quantized LSTM NeurIPS 2019 Numerically Accurate Hyperbolic Embeddings Using Tiling-Based Models NeurIPS 2019 Object Detection With Location-Aware Deformable Convolution and Backward Attention Filtering CVPR 2019 Object-Driven Text-To-Image Synthesis via Adversarial Training CVPR 2019 Objects365: A Large-Scale, High-Quality Dataset for Object Detection ICCV 2019 Octree Guided CNN With Spherical Kernels for 3D Point Clouds CVPR 2019 OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks CVPR 2019 OleNet at SemEval-2019 Task 9: BERT based Multi-Perspective Models for Suggestion Mining SemEval 2019 One-Shot Neural Architecture Search via Self-Evaluated Template Network ICCV 2019 One-Shot Object Detection with Co-Attention and Co-Excitation NeurIPS 2019 On Implicit Filter Level Sparsity in Convolutional Neural Networks CVPR 2019 On Lazy Training in Differentiable Programming NeurIPS 2019 On Learning Interpretable CNNs with Parametric Modulated Kernel-Based Filters Interspeech 2019 Online Normalization for Training Neural Networks NeurIPS 2019 On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning EMNLP 2019 On the Impact of the Activation function on Deep Neural Networks Training ICML 2019 On The Power of Curriculum Learning in Training Deep Networks ICML 2019 On the Realization of Compositionality in Neural Networks ACL 2019 OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs ACL 2019 Opinion Mining with Deep Contextualized Embeddings NAACL 2019 Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks ICLR 2019 Ordinal and Attribute Aware Response Generation in a Multimodal Dialogue System ACL 2019 Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching EMNLP 2019 Our Neural Machine Translation Systems for WAT 2019 EMNLP 2019 P2SGrad: Refined Gradients for Optimizing Deep Face Models CVPR 2019