Techniques

AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification NeurIPS 2019 Attentive Feedback Network for Boundary-Aware Salient Object Detection CVPR 2019 Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts NAACL 2019 Attentive Region Embedding Network for Zero-Shot Learning CVPR 2019 Attentive Single-Tasking of Multiple Tasks CVPR 2019 Attentive Temporal Pyramid Network for Dynamic Scene Classification AAAI 2019 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 A Working Memory Model for Task-oriented Dialog Response Generation ACL 2019 Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification AAAI 2019 Backpropagation-Friendly Eigendecomposition NeurIPS 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 Better Fine-Tuning via Instance Weighting for Text Classification AAAI 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 Beyond RNNs: Positional Self-Attention with Co-Attention for Video Question Answering AAAI 2019 Beyond Tracking: Selecting Memory and Refining Poses for Deep Visual Odometry CVPR 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