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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

4
30
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Papers (including subtopics)

Tensor Switching Networks NIPS 2016
Doubly Convolutional Neural Networks NIPS 2016
Understanding the Effective Receptive Field in Deep Convolutional Neural Networks NIPS 2016
Binarized Neural Networks NIPS 2016
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions NIPS 2016
Can Active Memory Replace Attention? NIPS 2016
Bank of Weight Filters for Deep CNNs ACML 2016
Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree AISTATS 2016
Relationship between PreTraining and Maximum Likelihood Estimation in Deep Boltzmann Machines AISTATS 2016
Automatic Labelling of Topics with Neural Embeddings COLING 2016
Recurrent Dropout without Memory Loss COLING 2016
Word Embeddings and Convolutional Neural Network for Arabic Sentiment Classification COLING 2016
Attention-Based Convolutional Neural Network for Semantic Relation Extraction COLING 2016
Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling COLING 2016
Stacked Attention Networks for Image Question Answering CVPR 2016
Neural Module Networks CVPR 2016
Learning Relaxed Deep Supervision for Better Edge Detection CVPR 2016
InterActive: Inter-Layer Activeness Propagation CVPR 2016
TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks CVPR 2016
DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations CVPR 2016
Recurrent Attention Models for Depth-Based Person Identification CVPR 2016
STCT: Sequentially Training Convolutional Networks for Visual Tracking CVPR 2016
Efficient Training of Very Deep Neural Networks for Supervised Hashing CVPR 2016
Refining Architectures of Deep Convolutional Neural Networks CVPR 2016
Recursive Recurrent Nets With Attention Modeling for OCR in the Wild CVPR 2016