Deep Learning

f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization NeurIPS 2016 Fine-Grained Categorization and Dataset Bootstrapping Using Deep Metric Learning With Humans in the Loop CVPR 2016 Fine-Grained Image Classification by Exploring Bipartite-Graph Labels CVPR 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 First Step Towards End-to-End Parametric TTS Synthesis: Generating Spectral Parameters with Neural Attention Interspeech 2016 Fixed Point Quantization of Deep Convolutional Networks ICML 2016 Formant Estimation and Tracking Using Deep Learning Interspeech 2016 FPNN: Field Probing Neural Networks for 3D Data NeurIPS 2016 From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection CVPR 2016 From phonemes to images: levels of representation in a recurrent neural model of visually-grounded language learning COLING 2016 From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification ICML 2016 Frustratingly Easy Neural Domain Adaptation COLING 2016 Full-Capacity Unitary Recurrent Neural Networks NeurIPS 2016 Full Flow: Optical Flow Estimation By Global Optimization Over Regular Grids CVPR 2016 Future Context Attention for Unidirectional LSTM Based Acoustic Model Interspeech 2016 GAKE: Graph Aware Knowledge Embedding COLING 2016 Gating Recurrent Enhanced Memory Neural Networks on Language Identification Interspeech 2016 Gaussian Conditional Random Field Network for Semantic Segmentation CVPR 2016 Gaussian quadrature for matrix inverse forms with applications ICML 2016 Generalization Properties and Implicit Regularization for Multiple Passes SGM ICML 2016 Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree AISTATS 2016 Generating Images with Perceptual Similarity Metrics based on Deep Networks NeurIPS 2016 Generating Long-term Trajectories Using Deep Hierarchical Networks NeurIPS 2016 Generating Natural Video Descriptions via Multimodal Processing Interspeech 2016