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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

Modular Networks: Learning to Decompose Neural Computation NIPS 2018
Deep Neural Networks with Box Convolutions NIPS 2018
Learning Compressed Transforms with Low Displacement Rank NIPS 2018
HydraNets: Specialized Dynamic Architectures for Efficient Inference CVPR 2018
Multi-Level Factorisation Net for Person Re-Identification CVPR 2018
Two Local Models for Neural Constituent Parsing COLING 2018
All You Need Is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks With Orthonormality and Modulation CVPR 2017
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection CVPR 2017
Very Deep Convolutional Networks for Text Classification EACL 2017
Deep Pyramid Convolutional Neural Networks for Text Categorization ACL 2017
Fully-Adaptive Feature Sharing in Multi-Task Networks With Applications in Person Attribute Classification CVPR 2017
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors CVPR 2017
Dual Path Networks NIPS 2017
Decoupled Neural Interfaces using Synthetic Gradients ICML 2017
Deep SimNets CVPR 2016
Convolutional Rectifier Networks as Generalized Tensor Decompositions ICML 2016
Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling INTERSPEECH 2016
Convolutional Neural Fabrics NIPS 2016
Network Morphism ICML 2016
Sage: The New BBN Speech Processing Platform INTERSPEECH 2016
Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation NIPS 2014
A Clockwork RNN ICML 2014
Do Deep Nets Really Need to be Deep? NIPS 2014
Shallow vs. Deep Sum-Product Networks NIPS 2011