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model architecture

324 papers

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neural network (6616) convolutional neural network (4216) vision transformer (1091) image classification (1943) neural architecture search (665) neural network optimization (1293) efficient computing (779) model compression (3283) attention mechanism (3975) deep learning (2111)

Papers

Multiscale Deep Equilibrium Models NIPS 2020
The Tree Ensemble Layer: Differentiability meets Conditional Computation ICML 2020
Orthogonalized SGD and Nested Architectures for Anytime Neural Networks ICML 2020
Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets CVPR 2020
Reverse Engineering Configurations of Neural Text Generation Models ACL 2020
Identifying Elements Essential for BERT’s Multilinguality EMNLP 2020
Neural Architecture Generator Optimization NIPS 2020
Multiscale Collaborative Deep Models for Neural Machine Translation ACL 2020
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio CVPR 2020
Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications EMNLP 2020
The NiuTrans Machine Translation Systems for WMT20 EMNLP 2020
A Systematic Assessment of Syntactic Generalization in Neural Language Models ACL 2020
What shapes feature representations? Exploring datasets, architectures, and training NIPS 2020
AutoBSS: An Efficient Algorithm for Block Stacking Style Search NIPS 2020
Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers INTERSPEECH 2020
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks EMNLP 2020
AdderNet: Do We Really Need Multiplications in Deep Learning? CVPR 2020
What It Thinks Is Important Is Important: Robustness Transfers Through Input Gradients CVPR 2020
Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives CVPR 2020
Gated Channel Transformation for Visual Recognition CVPR 2020
AdversarialNAS: Adversarial Neural Architecture Search for GANs CVPR 2020
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks CVPR 2020
LibKGE - A knowledge graph embedding library for reproducible research EMNLP 2020
Wide Hidden Expansion Layer for Deep Convolutional Neural Networks WACV 2020
Hypersolvers: Toward Fast Continuous-Depth Models NIPS 2020