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Model Architecture

4351 directly classified papers

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Papers

Attention-based Deep Multiple Instance Learning ICML 2018
Reusing Weights in Subword-Aware Neural Language Models NAACL 2018
SNIPER: Efficient Multi-Scale Training NIPS 2018
Neural Proximal Gradient Descent for Compressive Imaging NIPS 2018
Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels NIPS 2018
Are Automatic Methods for Cognate Detection Good Enough for Phylogenetic Reconstruction in Historical Linguistics? NAACL 2018
Scalable methods for 8-bit training of neural networks NIPS 2018
A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization NAACL 2018
HydraNets: Specialized Dynamic Architectures for Efficient Inference CVPR 2018
Hybrid Attention based Multimodal Network for Spoken Language Classification COLING 2018
Dense Information Flow for Neural Machine Translation NAACL 2018
Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input CVPR 2018
Improving Neural Machine Translation by Incorporating Hierarchical Subword Features COLING 2018
Detail-Preserving Pooling in Deep Networks CVPR 2018
A Bridging Framework for Model Optimization and Deep Propagation NIPS 2018
Exact natural gradient in deep linear networks and its application to the nonlinear case NIPS 2018
Did the Model Understand the Question? ACL 2018
Noisin: Unbiased Regularization for Recurrent Neural Networks ICML 2018
A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis COLING 2018
Character-Level Feature Extraction with Densely Connected Networks COLING 2018
Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog NAACL 2018
Filter Sampling and Combination CNN (FSC-CNN): A Compact CNN Model for Small-footprint ASR Acoustic Modeling Using Raw Waveforms INTERSPEECH 2018
Towards Automated Single Channel Source Separation Using Neural Networks INTERSPEECH 2018
A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement INTERSPEECH 2018
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models INTERSPEECH 2018