Techniques

Learning Deep Architectures via Generalized Whitened Neural Networks ICML 2017 Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction NeurIPS 2017 Learning Efficient Object Detection Models with Knowledge Distillation NeurIPS 2017 Learning From Synthetic Humans CVPR 2017 Learning Spatial Regularization With Image-Level Supervisions for Multi-Label Image Classification CVPR 2017 Learning to Detect Salient Objects With Image-Level Supervision CVPR 2017 Learning to Predict Charges for Criminal Cases with Legal Basis EMNLP 2017 Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon NeurIPS 2017 Learning What’s Easy: Fully Differentiable Neural Easy-First Taggers EMNLP 2017 Leveraging Knowledge Bases in LSTMs for Improving Machine Reading ACL 2017 Lexical Simplification with Neural Ranking EACL 2017 Limits of End-to-End Learning ACML 2017 Local Binary Convolutional Neural Networks CVPR 2017 Locally Smoothed Neural Networks ACML 2017 Local Monotonic Attention Mechanism for End-to-End Speech And Language Processing IJCNLP 2017 Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-Grained Image Recognition CVPR 2017 MAT: A Multimodal Attentive Translator for Image Captioning IJCAI 2017 MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network CVPR 2017 MEC: Memory-efficient Convolution for Deep Neural Network ICML 2017 Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search CVPR 2017 Modeling Relationships in Referential Expressions With Compositional Modular Networks CVPR 2017 More Is Less: A More Complicated Network With Less Inference Complexity CVPR 2017 Morphological Inflection Generation with Hard Monotonic Attention ACL 2017 Multi-Attention Network for One Shot Learning CVPR 2017 Multi-Context Attention for Human Pose Estimation CVPR 2017