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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

Interpolation between Residual and Non-Residual Networks ICML 2020
Maximum-and-Concatenation Networks ICML 2020
NeuronBlocks: Building Your NLP DNN Models Like Playing Lego IJCNLP 2019
Do Better ImageNet Models Transfer Better? CVPR 2019
Propagation Mechanism for Deep and Wide Neural Networks CVPR 2019
CondConv: Conditionally Parameterized Convolutions for Efficient Inference NIPS 2019
Adaptive Neural Trees ICML 2019
NeuronBlocks: Building Your NLP DNN Models Like Playing Lego EMNLP 2019
Discovering Neural Wirings NIPS 2019
Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-Identification ICCV 2019
Rethinking Complex Neural Network Architectures for Document Classification NAACL 2019
Building Efficient Deep Neural Networks With Unitary Group Convolutions CVPR 2019
Structure Learning for Neural Module Networks EMNLP 2019
T-Net: Parametrizing Fully Convolutional Nets With a Single High-Order Tensor CVPR 2019
AOGNets: Compositional Grammatical Architectures for Deep Learning CVPR 2019
SNR: Sub-Network Routing for Flexible Parameter Sharing in Multi-Task Learning AAAI 2019
Training CNNs with Selective Allocation of Channels ICML 2019
HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs CVPR 2019
All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification CVPR 2019
ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks ICCV 2019
x-Vector DNN Refinement with Full-Length Recordings for Speaker Recognition INTERSPEECH 2019
Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network AAAI 2019
Depthwise Separable Convolutions for Neural Machine Translation ICLR 2018
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations ICML 2018
Disney at IEST 2018: Predicting Emotions using an Ensemble EMNLP 2018