Techniques

Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank ICML 2017 The Reversible Residual Network: Backpropagation Without Storing Activations NeurIPS 2017 The Shattered Gradients Problem: If resnets are the answer, then what is the question? ICML 2017 Tied Hidden Factors in Neural Networks for End-to-End Speaker Recognition Interspeech 2017 Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings Interspeech 2017 Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation EMNLP 2017 Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering ICML 2017 Training Quantized Nets: A Deeper Understanding NeurIPS 2017 Train longer, generalize better: closing the generalization gap in large batch training of neural networks NeurIPS 2017 Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs ICML 2017 Understanding Synthetic Gradients and Decoupled Neural Interfaces ICML 2017 Unfolded Deep Recurrent Convolutional Neural Network with Jump Ahead Connections for Acoustic Modeling Interspeech 2017 Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction ACL 2017 Universal Adversarial Perturbations CVPR 2017 Unsupervised Pretraining for Sequence to Sequence Learning EMNLP 2017 VAIN: Attentional Multi-agent Predictive Modeling NeurIPS 2017 Variational Dropout Sparsifies Deep Neural Networks ICML 2017 Visualizing and Understanding Neural Machine Translation ACL 2017 Visual Reference Resolution using Attention Memory for Visual Dialog NeurIPS 2017 Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning NeurIPS 2017 Xception: Deep Learning With Depthwise Separable Convolutions CVPR 2017 YNU-HPCC at IJCNLP-2017 Task 5: Multi-choice Question Answering in Exams Using an Attention-based LSTM Model IJCNLP 2017 Acoustic Modelling from the Signal Domain Using CNNs Interspeech 2016 Actionness Estimation Using Hybrid Fully Convolutional Networks CVPR 2016 Adaptation of Neural Networks Constrained by Prior Statistics of Node Co-Activations Interspeech 2016