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Pretraining

2,483 papers

Papers per year

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219
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Papers

SoundNet: Learning Sound Representations from Unlabeled Video NIPS 2016
Bank of Weight Filters for Deep CNNs ACML 2016
Relationship between PreTraining and Maximum Likelihood Estimation in Deep Boltzmann Machines AISTATS 2016
Automatic Labelling of Topics with Neural Embeddings COLING 2016
Word Embeddings and Convolutional Neural Network for Arabic Sentiment Classification COLING 2016
DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations CVPR 2016
STCT: Sequentially Training Convolutional Networks for Visual Tracking CVPR 2016
Comparative Deep Learning of Hybrid Representations for Image Recommendations CVPR 2016
First Person Action Recognition Using Deep Learned Descriptors CVPR 2016
Sound Pattern Matching for Automatic Prosodic Event Detection INTERSPEECH 2016
Improving Deep Neural Networks Based Speaker Verification Using Unlabeled Data INTERSPEECH 2016
Individual Identity in Songbirds: Signal Representations and Metric Learning for Locating the Information in Complex Corvid Calls INTERSPEECH 2016
Sequence Student-Teacher Training of Deep Neural Networks INTERSPEECH 2016
Realistic Multi-Microphone Data Simulation for Distant Speech Recognition INTERSPEECH 2016
The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS INTERSPEECH 2016
A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding INTERSPEECH 2016
NN-Grams: Unifying Neural Network and n-Gram Language Models for Speech Recognition INTERSPEECH 2016
Improving the Lwazi ASR Baseline INTERSPEECH 2016
Multilingual Data Selection for Low Resource Speech Recognition INTERSPEECH 2016
Backpropagation for Energy-Efficient Neuromorphic Computing NIPS 2015
Semi-supervised Sequence Learning NIPS 2015
Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding NIPS 2015
Learning Deep Object Detectors From 3D Models ICCV 2015
Visual Tracking With Fully Convolutional Networks ICCV 2015
How transferable are features in deep neural networks? NIPS 2014