Techniques

Exploiting Cyclic Symmetry in Convolutional Neural Networks ICML 2016 Exploiting Depth and Highway Connections in Convolutional Recurrent Deep Neural Networks for Speech Recognition Interspeech 2016 FireCaffe: Near-Linear Acceleration of Deep Neural Network Training on Compute Clusters CVPR 2016 First Person Action Recognition Using Deep Learned Descriptors CVPR 2016 FPNN: Field Probing Neural Networks for 3D Data NeurIPS 2016 Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree AISTATS 2016 Gradual DropIn of Layers to Train Very Deep Neural Networks CVPR 2016 Group Equivariant Convolutional Networks ICML 2016 Hierarchical Question-Image Co-Attention for Visual Question Answering NeurIPS 2016 Image Captioning With Semantic Attention CVPR 2016 Improved Dropout for Shallow and Deep Learning NeurIPS 2016 Improving Deep Neural Networks Based Speaker Verification Using Unlabeled Data Interspeech 2016 Improving the Lwazi ASR Baseline Interspeech 2016 Individual Identity in Songbirds: Signal Representations and Metric Learning for Locating the Information in Complex Corvid Calls Interspeech 2016 Inside-Outside Net: Detecting Objects in Context With Skip Pooling and Recurrent Neural Networks CVPR 2016 InterActive: Inter-Layer Activeness Propagation CVPR 2016 Interpretation of Low Dimensional Neural Network Bottleneck Features in Terms of Human Perception and Production Interspeech 2016 Joint Line Segmentation and Transcription for End-to-End Handwritten Paragraph Recognition NeurIPS 2016 Learning Relaxed Deep Supervision for Better Edge Detection CVPR 2016 Learning Sensor Multiplexing Design through Back-propagation NeurIPS 2016 Learning Structured Sparsity in Deep Neural Networks NeurIPS 2016 Learning the Number of Neurons in Deep Networks NeurIPS 2016 Learning to Match Aerial Images With Deep Attentive Architectures CVPR 2016 Modeling Time-Frequency Patterns with LSTM vs. Convolutional Architectures for LVCSR Tasks Interspeech 2016 Modulation Spectral Features for Predicting Vocal Emotion Recognition by Simulated Cochlear Implants Interspeech 2016