Deep Learning

Jointly Optimizing Activation Coefficients of Convolutive NMF Using DNN for Speech Separation Interspeech 2016 Joint Optimization of Denoising Autoencoder and DNN Acoustic Model Based on Multi-Target Learning for Noisy Speech Recognition Interspeech 2016 Joint Training of Cascaded CNN for Face Detection CVPR 2016 Joint Unsupervised Deformable Spatio-Temporal Alignment of Sequences CVPR 2016 Joint Unsupervised Learning of Deep Representations and Image Clusters CVPR 2016 Just Look at the Image: Viewpoint-Specific Surface Normal Prediction for Improved Multi-View Reconstruction CVPR 2016 Keystroke dynamics as signal for shallow syntactic parsing COLING 2016 Knowledge-Driven Event Embedding for Stock Prediction COLING 2016 Knowledge Matters: Importance of Prior Information for Optimization JMLR 2016 Kyoto-NMT: a Neural Machine Translation implementation in Chainer COLING 2016 L1-regularized Neural Networks are Improperly Learnable in Polynomial Time ICML 2016 Ladder Variational Autoencoders NeurIPS 2016 Language Identification Based on Generative Modeling of Posteriorgram Sequences Extracted from Frame-by-Frame DNNs and LSTM-RNNs Interspeech 2016 Large-Margin Softmax Loss for Convolutional Neural Networks ICML 2016 Large-Pose Face Alignment via CNN-Based Dense 3D Model Fitting CVPR 2016 Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant COLING 2016 Large Scale Visual Recognition through Adaptation using Joint Representation and Multiple Instance Learning JMLR 2016 Latent Attention For If-Then Program Synthesis NeurIPS 2016 Latent Embeddings for Zero-Shot Classification CVPR 2016 Latent Factor Guided Convolutional Neural Networks for Age-Invariant Face Recognition CVPR 2016 LatticeRnn: Recurrent Neural Networks Over Lattices Interspeech 2016 Learnable Visual Markers NeurIPS 2016 Learning Activity Progression in LSTMs for Activity Detection and Early Detection CVPR 2016 Learning Aligned Cross-Modal Representations From Weakly Aligned Data CVPR 2016 Learning a Metric Embedding for Face Recognition using the Multibatch Method NeurIPS 2016