Pretraining

Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings Interspeech 2017 Unsupervised Pretraining for Sequence to Sequence Learning EMNLP 2017 A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding Interspeech 2016 Automatic Labelling of Topics with Neural Embeddings COLING 2016 Bank of Weight Filters for Deep CNNs ACML 2016 Comparative Deep Learning of Hybrid Representations for Image Recommendations CVPR 2016 DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations CVPR 2016 First Person Action Recognition Using Deep Learned Descriptors CVPR 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 Multilingual Data Selection for Low Resource Speech Recognition Interspeech 2016 NN-Grams: Unifying Neural Network and n-Gram Language Models for Speech Recognition Interspeech 2016 Realistic Multi-Microphone Data Simulation for Distant Speech Recognition Interspeech 2016 Relationship between PreTraining and Maximum Likelihood Estimation in Deep Boltzmann Machines AISTATS 2016 Sequence Student-Teacher Training of Deep Neural Networks Interspeech 2016 SoundNet: Learning Sound Representations from Unlabeled Video NeurIPS 2016 Sound Pattern Matching for Automatic Prosodic Event Detection Interspeech 2016 STCT: Sequentially Training Convolutional Networks for Visual Tracking CVPR 2016 The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS Interspeech 2016 Word Embeddings and Convolutional Neural Network for Arabic Sentiment Classification COLING 2016 Backpropagation for Energy-Efficient Neuromorphic Computing NeurIPS 2015 Learning Deep Object Detectors From 3D Models ICCV 2015 Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding NeurIPS 2015 Semi-supervised Sequence Learning NeurIPS 2015