Deep Learning

Loss Functions for Top-k Error: Analysis and Insights CVPR 2016 Lower Frame Rate Neural Network Acoustic Models Interspeech 2016 Low-Rank Regression with Tensor Responses NeurIPS 2016 Low-Rank Representation of Nearest Neighbor Posterior Probabilities to Enhance DNN Based Acoustic Modeling Interspeech 2016 LSTM-Based NeuroCRFs for Named Entity Recognition Interspeech 2016 LSTM, GRU, Highway and a Bit of Attention: An Empirical Overview for Language Modeling in Speech Recognition Interspeech 2016 Machine Translation Evaluation for Arabic using Morphologically-enriched Embeddings COLING 2016 Marr Revisited: 2D-3D Alignment via Surface Normal Prediction CVPR 2016 Matching Networks for One Shot Learning NeurIPS 2016 Maximal Sparsity with Deep Networks? NeurIPS 2016 Maximum a posteriori Based Decoding for CTC Acoustic Models Interspeech 2016 MDL-CW: A Multimodal Deep Learning Framework With Cross Weights CVPR 2016 Measuring the reliability of MCMC inference with bidirectional Monte Carlo NeurIPS 2016 Memory-Efficient Backpropagation Through Time NeurIPS 2016 Memory-Efficient Modeling and Search Techniques for Hardware ASR Decoders Interspeech 2016 Meta-Learning with Memory-Augmented Neural Networks ICML 2016 Microphone Distance Adaptation Using Cluster Adaptive Training for Robust Far Field Speech Recognition Interspeech 2016 Minimization of Regression and Ranking Losses with Shallow Neural Networks on Automatic Sincerity Evaluation Interspeech 2016 Mining Discriminative Triplets of Patches for Fine-Grained Classification CVPR 2016 Mitochondria-based Renal Cell Carcinoma Subtyping: Learning from Deep vs. Flat Feature Representations MLHC 2016 Mixing Rates for the Alternating Gibbs Sampler over Restricted Boltzmann Machines and Friends ICML 2016 Mnemonic Descent Method: A Recurrent Process Applied for End-To-End Face Alignment CVPR 2016 MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild NeurIPS 2016 Modality and Component Aware Feature Fusion For RGB-D Scene Classification CVPR 2016 Modeling and Transforming Speech Using Variational Autoencoders Interspeech 2016