Model Architecture

Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation CVPR 2019 AutoGAN: Neural Architecture Search for Generative Adversarial Networks ICCV 2019 Automated Essay Scoring with Discourse-Aware Neural Models ACL 2019 Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation EMNLP 2019 Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification AAAI 2019 BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering NAACL 2019 Balanced Sparsity for Efficient DNN Inference on GPU AAAI 2019 Bandwidth Embeddings for Mixed-Bandwidth Speech Recognition Interspeech 2019 Bayesian Optimized 1-Bit CNNs ICCV 2019 Beyond Human Parts: Dual Part-Aligned Representations for Person Re-Identification ICCV 2019 Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer ICLR 2019 Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation ICCV 2019 Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition ICLR 2019 Biologically Motivated Algorithms for Propagating Local Target Representations AAAI 2019 Boosting Robustness Certification of Neural Networks ICLR 2019 BPAM: Recommendation Based on BP Neural Network with Attention Mechanism IJCAI 2019 Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities ICML 2019 Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks NeurIPS 2019 Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling CVPR 2019 Building Efficient Deep Neural Networks With Unitary Group Convolutions CVPR 2019 Capsule Networks Need an Improved Routing Algorithm ACML 2019 Cascaded Partial Decoder for Fast and Accurate Salient Object Detection CVPR 2019 Cell-aware Stacked LSTMs for Modeling Sentences ACML 2019 Centripetal SGD for Pruning Very Deep Convolutional Networks With Complicated Structure CVPR 2019 Certifying Geometric Robustness of Neural Networks NeurIPS 2019