Model Architecture

Recognizing Multi-Talker Speech with Permutation Invariant Training Interspeech 2017 Recurrent Attention Network on Memory for Aspect Sentiment Analysis EMNLP 2017 Removing Rain From Single Images via a Deep Detail Network CVPR 2017 Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks EMNLP 2017 Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition Interspeech 2017 Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations IJCAI 2017 S3Pool: Pooling With Stochastic Spatial Sampling CVPR 2017 Scale-Invariant Recognition by Weight-Shared CNNs in Parallel ACML 2017 Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification IJCNLP 2017 Shape Completion Using 3D-Encoder-Predictor CNNs and Shape Synthesis CVPR 2017 SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization ICML 2017 Structural Attention Neural Networks for improved sentiment analysis EACL 2017 Structured-Based Curriculum Learning for End-to-End English-Japanese Speech Translation Interspeech 2017 SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability NeurIPS 2017 Text Sentiment Analysis based on Fusion of Structural Information and Serialization Information IJCNLP 2017 Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank ICML 2017 The Reversible Residual Network: Backpropagation Without Storing Activations NeurIPS 2017 Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering ICML 2017 Training Quantized Nets: A Deeper Understanding 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 Universal Adversarial Perturbations CVPR 2017 Visualizing and Understanding Neural Machine Translation ACL 2017 Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning NeurIPS 2017