Representation Learning

Estimating Cosmological Parameters from the Dark Matter Distribution ICML 2016 Estimating Diffusion Networks: Recovery Conditions, Sample Complexity and Soft-thresholding Algorithm JMLR 2016 Estimation of Children’s Physical Characteristics from Their Voices Interspeech 2016 Evaluating Argumentative and Narrative Essays using Graphs COLING 2016 Examples are not enough, learn to criticize! Criticism for Interpretability NeurIPS 2016 Expanding wordnets to new languages with multilingual sense disambiguation COLING 2016 Exploiting Hidden-Layer Responses of Deep Neural Networks for Language Recognition Interspeech 2016 Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding COLING 2016 Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation COLING 2016 Exponential Family Embeddings NeurIPS 2016 Exponential Stochastic Cellular Automata for Massively Parallel Inference AISTATS 2016 Extending WordNet with Fine-Grained Collocational Information via Supervised Distributional Learning COLING 2016 Extracting Discriminative Keyphrases with Learned Semantic Hierarchies COLING 2016 Factor Analysis Based Speaker Normalisation for Continuous Emotion Prediction Interspeech 2016 Factored Temporal Sigmoid Belief Networks for Sequence Learning ICML 2016 Fast Dictionary Learning with a Smoothed Wasserstein Loss AISTATS 2016 Fast DPP Sampling for Nystrom with Application to Kernel Methods ICML 2016 Fast recovery from a union of subspaces NeurIPS 2016 Fast Zero-Shot Image Tagging CVPR 2016 Feature Learning and Automatic Segmentation for Dolphin Communication Analysis Interspeech 2016 Feature Learning with Raw-Waveform CLDNNs for Voice Activity Detection Interspeech 2016 Fitting Spectral Decay with the k-Support Norm AISTATS 2016 From phonemes to images: levels of representation in a recurrent neural model of visually-grounded language learning COLING 2016 Future Context Attention for Unidirectional LSTM Based Acoustic Model Interspeech 2016 Gating Recurrent Enhanced Memory Neural Networks on Language Identification Interspeech 2016