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Model Architecture

4351 directly classified papers

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Papers

Kernelized Synaptic Weight Matrices ICML 2018
Scaling Neural Machine Translation EMNLP 2018
Compact Personalized Models for Neural Machine Translation EMNLP 2018
Dynamic Few-Shot Visual Learning Without Forgetting CVPR 2018
Optimizing Filter Size in Convolutional Neural Networks for Facial Action Unit Recognition CVPR 2018
On Adversarial Examples for Character-Level Neural Machine Translation COLING 2018
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations ICML 2018
Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network NAACL 2018
Self-Governing Neural Networks for On-Device Short Text Classification EMNLP 2018
ClcNet: Improving the Efficiency of Convolutional Neural Network Using Channel Local Convolutions CVPR 2018
An Optimal Control Approach to Deep Learning and Applications to Discrete-Weight Neural Networks ICML 2018
Multi-layer Representation Fusion for Neural Machine Translation COLING 2018
Wide Compression: Tensor Ring Nets CVPR 2018
Two Local Models for Neural Constituent Parsing COLING 2018
Multi-Source Multi-Class Fake News Detection COLING 2018
Spatially-Adaptive Filter Units for Deep Neural Networks CVPR 2018
Accelerating Convolutional Networks via Global & Dynamic Filter Pruning IJCAI 2018
Deep Layer Aggregation CVPR 2018
A Genre-Aware Attention Model to Improve the Likability Prediction of Books EMNLP 2018
A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis COLING 2018
Conversational Analysis Using Utterance-level Attention-based Bidirectional Recurrent Neural Networks INTERSPEECH 2018
Analyzing Filters Toward Efficient ConvNet CVPR 2018
Multi-Level Fusion Based 3D Object Detection From Monocular Images CVPR 2018
Referring Image Segmentation via Recurrent Refinement Networks CVPR 2018
Learning Versatile Filters for Efficient Convolutional Neural Networks NIPS 2018