Model Architecture

Tensor Switching Networks NeurIPS 2016 Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling COLING 2016 TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks CVPR 2016 Training Deep Neural Networks via Direct Loss Minimization ICML 2016 Training Neural Networks Without Gradients: A Scalable ADMM Approach ICML 2016 Understanding the Effective Receptive Field in Deep Convolutional Neural Networks NeurIPS 2016 Unitary Evolution Recurrent Neural Networks ICML 2016 Using Text and Acoustic Features in Predicting Glottal Excitation Waveforms for Parametric Speech Synthesis with Recurrent Neural Networks Interspeech 2016 Volumetric and Multi-View CNNs for Object Classification on 3D Data CVPR 2016 A Discriminative CNN Video Representation for Event Detection CVPR 2015 Constrained Convolutional Neural Networks for Weakly Supervised Segmentation ICCV 2015 DEEP-CARVING: Discovering Visual Attributes by Carving Deep Neural Nets CVPR 2015 Deep Learning with Limited Numerical Precision ICML 2015 Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification ICCV 2015 Describing Videos by Exploiting Temporal Structure ICCV 2015 Efficient and Accurate Approximations of Nonlinear Convolutional Networks CVPR 2015 Exemplar SVMs as Visual Feature Encoders CVPR 2015 HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large Scale Visual Recognition ICCV 2015 Holistically-Nested Edge Detection ICCV 2015 Human Parsing With Contextualized Convolutional Neural Network ICCV 2015 Learning both Weights and Connections for Efficient Neural Network NeurIPS 2015 Look and Think Twice: Capturing Top-Down Visual Attention With Feedback Convolutional Neural Networks ICCV 2015 Matrix Backpropagation for Deep Networks With Structured Layers ICCV 2015 Optimizing Neural Networks with Kronecker-factored Approximate Curvature ICML 2015 Path-SGD: Path-Normalized Optimization in Deep Neural Networks NeurIPS 2015