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Model Architecture

4,354 papers

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Papers

Pardeep at SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media using Deep Learning SEMEVAL 2019
TECHSSN at SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Tweets using Deep Neural Networks SEMEVAL 2019
YNUWB at SemEval-2019 Task 6: K-max pooling CNN with average meta-embedding for identifying offensive language SEMEVAL 2019
ZQM at SemEval-2019 Task9: A Single Layer CNN Based on Pre-trained Model for Suggestion Mining SEMEVAL 2019
Differentiable Probabilistic Models of Scientific Imaging with the Fourier Slice Theorem UAI 2019
Probability Distillation: A Caveat and Alternatives UAI 2019
Recurrently Controlled Recurrent Networks NIPS 2018
SNIPER: Efficient Multi-Scale Training NIPS 2018
Global Gated Mixture of Second-order Pooling for Improving Deep Convolutional Neural Networks NIPS 2018
A Bridging Framework for Model Optimization and Deep Propagation NIPS 2018
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks NIPS 2018
Spectral Signatures in Backdoor Attacks NIPS 2018
Modular Networks: Learning to Decompose Neural Computation NIPS 2018
Training Deep Neural Networks with 8-bit Floating Point Numbers NIPS 2018
Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming NIPS 2018
Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models NIPS 2018
Synaptic Strength For Convolutional Neural Network NIPS 2018
Neural Proximal Gradient Descent for Compressive Imaging NIPS 2018
Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures NIPS 2018
ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions NIPS 2018
Exact natural gradient in deep linear networks and its application to the nonlinear case NIPS 2018
TETRIS: TilE-matching the TRemendous Irregular Sparsity NIPS 2018
Learning to Optimize Tensor Programs NIPS 2018
Deep Neural Networks with Box Convolutions NIPS 2018
Learning Compressed Transforms with Low Displacement Rank NIPS 2018