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Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

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Papers (including subtopics)

Acoustic Modelling from the Signal Domain Using CNNs INTERSPEECH 2016
Multi-Attribute Factorized Hidden Layer Adaptation for DNN Acoustic Models 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
Grammar as a Foreign Language NIPS 2015
Pointer Networks NIPS 2015
Spatial Transformer Networks NIPS 2015
Spectral Representations for Convolutional Neural Networks NIPS 2015
Semi-supervised Sequence Learning NIPS 2015
Structured Transforms for Small-Footprint Deep Learning NIPS 2015
End-To-End Memory Networks NIPS 2015
Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding NIPS 2015
Learning both Weights and Connections for Efficient Neural Network NIPS 2015
Path-SGD: Path-Normalized Optimization in Deep Neural Networks NIPS 2015
Sparse Convolutional Neural Networks CVPR 2015
The Application of Two-Level Attention Models in Deep Convolutional Neural Network for Fine-Grained Image Classification CVPR 2015
Recognize Complex Events From Static Images by Fusing Deep Channels CVPR 2015
A Discriminative CNN Video Representation for Event Detection CVPR 2015
Efficient and Accurate Approximations of Nonlinear Convolutional Networks CVPR 2015
Exemplar SVMs as Visual Feature Encoders CVPR 2015
DEEP-CARVING: Discovering Visual Attributes by Carving Deep Neural Nets CVPR 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification ICCV 2015
Learning Deep Object Detectors From 3D Models ICCV 2015