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Pretraining

2471 directly classified papers

Papers per year

Papers

RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition ACL 2018
Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP 2018
Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings EMNLP 2018
A High-Quality Denoising Dataset for Smartphone Cameras CVPR 2018
Making Convolutional Networks Recurrent for Visual Sequence Learning CVPR 2018
Dynamic Meta-Embeddings for Improved Sentence Representations EMNLP 2018
Code-switched Language Models Using Dual RNNs and Same-Source Pretraining EMNLP 2018
Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political Strategies EMNLP 2018
Content Explorer: Recommending Novel Entities for a Document Writer EMNLP 2018
"Chitty-Chitty-Chat Bot": Deep Learning for Conversational AI IJCAI 2018
Few-Shot Image Recognition by Predicting Parameters From Activations CVPR 2018
Deep EHR: Chronic Disease Prediction Using Medical Notes MLHC 2018
End-to-End Training of Acoustic Models for Large Vocabulary Continuous Speech Recognition with TensorFlow INTERSPEECH 2017
The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring INTERSPEECH 2017
Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings INTERSPEECH 2017
Unsupervised Pretraining for Sequence to Sequence Learning EMNLP 2017
Neural Word Segmentation with Rich Pretraining ACL 2017
A Transfer Learning Based Feature Extractor for Polyphonic Sound Event Detection Using Connectionist Temporal Classification INTERSPEECH 2017
Image-to-Markup Generation with Coarse-to-Fine Attention ICML 2017
Improving Deliverable Speech-to-Text Systems with Multilingual Knowledge Transfer INTERSPEECH 2017
Deep Speaker Feature Learning for Text-Independent Speaker Verification INTERSPEECH 2017
Learning From Synthetic Humans CVPR 2017
Stacked Generative Adversarial Networks CVPR 2017
CNN-SLAM: Real-Time Dense Monocular SLAM With Learned Depth Prediction CVPR 2017
Colorization as a Proxy Task for Visual Understanding CVPR 2017