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Large-Scale Evolution of Image Classifiers

3 March 2017

Jie Tan

Papers citing "Large-Scale Evolution of Image Classifiers"

50 / 738 papers shown

Title
NAS-based Recursive Stage Partial Network (RSPNet) for Light-Weight Semantic Segmentation Yi-Chun Wang J. Hsieh Ming-Ching Chang 77 1 0 03 Oct 2022
IMB-NAS: Neural Architecture Search for Imbalanced Datasets Rahul Duggal ShengYun Peng Hao Zhou Duen Horng Chau 32 2 0 30 Sep 2022
Towards Regression-Free Neural Networks for Diverse Compute Platforms Rahul Duggal Hao Zhou Shuo Yang Jun Fang Yuanjun Xiong Wei Xia UQCV 79 1 0 27 Sep 2022
Neural Network Panning: Screening the Optimal Sparse Network Before Training Xiatao Kang P. Li Jiayi Yao Chengxi Li VLM 45 1 0 27 Sep 2022
Patching Weak Convolutional Neural Network Models through Modularization and Composition Binhang Qi Hailong Sun Xiang Gao Hongyu Zhang 102 11 0 11 Sep 2022
CWP: Instance complexity weighted channel-wise soft masks for network pruning Jiapeng Wang Ming Ma Zhenhua Yu 75 0 0 08 Sep 2022
A Deep Neural Networks ensemble workflow from hyperparameter search to inference leveraging GPU clusters Pierrick Pochelu S. Petiton B. Conche AI4CE 69 3 0 30 Aug 2022
Learn Basic Skills and Reuse: Modularized Adaptive Neural Architecture Search (MANAS) H. Chen Yunqi Li He Zhu Yongfeng Zhang 88 6 0 23 Aug 2022
FocusFormer: Focusing on What We Need via Architecture Sampler Jing Liu Jianfei Cai Bohan Zhuang 63 8 0 23 Aug 2022
Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications and Open Issues Nan Li Lianbo Ma Guo-Ding Yu Bing Xue Mengjie Zhang Yaochu Jin 75 79 0 23 Aug 2022
A Practical Second-order Latent Factor Model via Distributed Particle Swarm Optimization Jialiang Wang Yurong Zhong Weiling Li 49 0 0 12 Aug 2022
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment Zhichao Lu Ran Cheng Yaochu Jin Kay Chen Tan Kalyanmoy Deb 88 56 0 08 Aug 2022
Partial Connection Based on Channel Attention for Differentiable Neural Architecture Search Yu Xue Jiafeng Qin 107 59 0 01 Aug 2022
Tackling Neural Architecture Search With Quality Diversity Optimization Lennart Schneider Florian Pfisterer P. Kent Juergen Branke B. Bischl Janek Thomas AI4CE 84 3 0 30 Jul 2022
Lightweight and Progressively-Scalable Networks for Semantic Segmentation Yiheng Zhang Ting Yao Zhaofan Qiu Tao Mei SSeg 105 24 0 27 Jul 2022
Guided Evolutionary Neural Architecture Search With Efficient Performance Estimation Vasco Lopes Miguel Santos Bruno Degardin L. A. Alexandre 112 4 0 22 Jul 2022
Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture Jianwei Zhang Dong Li Lituan Wang Lei Zhang 71 2 0 21 Jul 2022
Efficient Search of Multiple Neural Architectures with Different Complexities via Importance Sampling Yuhei Noda Shota Saito Shinichi Shirakawa 61 1 0 21 Jul 2022
EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching Qiang-qiang Wang Shaoshuai Shi Kaiyong Zhao Xiaowen Chu 37 5 0 20 Jul 2022
Architecture Augmentation for Performance Predictor Based on Graph Isomorphism Xiangning Xie Yuqiao Liu Yanan Sun Mengjie Zhang Kay Chen Tan GNN AI4CE 61 2 0 03 Jul 2022
Revisiting Architecture-aware Knowledge Distillation: Smaller Models and Faster Search Taehyeon Kim Heesoo Myeong Se-Young Yun 85 2 0 27 Jun 2022
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search Yi Qin Ziwei Zhang Xin Eric Wang Zeyang Zhang Wenwu Zhu 92 28 0 18 Jun 2022
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes Matteo Risso Luca Bompani Luca Benini Enrico Macii Massimo Poncino Daniele Jahier Pagliari MQ 68 12 0 17 Jun 2022
FreeREA: Training-Free Evolution-based Architecture Search Niccolò Cavagnero Luc Robbiano Barbara Caputo Giuseppe Averta 66 19 0 17 Jun 2022
Neural Architecture Adaptation for Object Detection by Searching Channel Dimensions and Mapping Pre-trained Parameters Harim Jung Myeong-Seok Oh Cheoljong Yang Seong-Whan Lee ObjD 60 0 0 17 Jun 2022
ERNAS: An Evolutionary Neural Architecture Search for Magnetic Resonance Image Reconstructions Samira Vafay Eslahi Jian Tao J. Ji 89 1 0 15 Jun 2022
EmProx: Neural Network Performance Estimation For Neural Architecture Search G. Franken Prabhant Singh Joaquin Vanschoren 40 0 0 13 Jun 2022
Neural Prompt Search Yuanhan Zhang Kaiyang Zhou Ziwei Liu VPVLM VLM 106 152 0 09 Jun 2022
GAAF: Searching Activation Functions for Binary Neural Networks through Genetic Algorithm Yanfei Li Tong Geng S. Stein Ang Li Hui-Ling Yu MQ 80 8 0 05 Jun 2022
A Survey on Computationally Efficient Neural Architecture Search Shiqing Liu Haoyu Zhang Yaochu Jin 96 44 0 03 Jun 2022
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks Matteo Risso Luca Bompani Luca Benini Enrico Macii Massimo Poncino Daniele Jahier Pagliari 99 3 0 01 Jun 2022
Automatic Relation-aware Graph Network Proliferation Shaofei Cai Liang Li Xinzhe Han Jiebo Luo Zhengjun Zha Qingming Huang GNN 73 8 0 31 May 2022
Deep Low-Density Separation for Semi-Supervised Classification Michael C. Burkhart Kyle Shan BDL 23 5 0 22 May 2022
PSO-Convolutional Neural Networks with Heterogeneous Learning Rate N. H. Phong A. Santos B. Ribeiro 75 8 0 20 May 2022
Proxyless Neural Architecture Adaptation for Supervised Learning and Self-Supervised Learning Do-Guk Kim Heung-Chang Lee 37 0 0 15 May 2022
Warm-starting DARTS using meta-learning Matej Grobelnik Joaquin Vanschoren AI4CE 72 1 0 12 May 2022
Adversarial Learning of Hard Positives for Place Recognition Wen-Chieh Fang Kai Zhang Yoli Shavit Wensen Feng SSL 28 1 0 08 May 2022
A Collaboration Strategy in the Mining Pool for Proof-of-Neural-Architecture Consensus Boyang Albert Li Qing Lu Weiwen Jiang Taeho Jung Yiyu Shi 64 6 0 05 May 2022
AutoLossGen: Automatic Loss Function Generation for Recommender Systems Zelong Li Jianchao Ji Yingqiang Ge Yongfeng Zhang OffRL 63 25 0 27 Apr 2022
PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search Yameng Peng A. Song V. Ciesielski Haytham M. Fayek Xiaojun Chang 95 16 0 27 Apr 2022
Automating Neural Architecture Design without Search Zixuan Liang Yanan Sun 3DV 63 0 0 21 Apr 2022
SpiderNet: Hybrid Differentiable-Evolutionary Architecture Search via Train-Free Metrics Rob Geada A. Mcgough 33 2 0 20 Apr 2022
Does Interference Exist When Training a Once-For-All Network? Jordan Shipard Arnold Wiliem Clinton Fookes 34 0 0 20 Apr 2022
HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images Jikuan Qian Rui Li Xin Yang Yuhao Huang Mingyuan Luo ... Wenhui Hong Ruobing Huang China Dong Ni Xining 51 10 0 14 Apr 2022
Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search Minbin Huang Zhijian Huang Changlin Li Xin Chen Hangyang Xu Zhenguo Li Xiaodan Liang 102 20 0 12 Apr 2022
When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search Guocheng Qian Xuanyang Zhang Ge Li Chen Zhao Yukang Chen Xinming Zhang Guohao Li Jian Sun 74 4 0 11 Apr 2022
SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems Xin Dong B. D. Salvo Meng Li Chiao Liu Zhongnan Qu H. T. Kung Ziyun Li 3DGS 69 20 0 10 Apr 2022
Enhancing the Robustness, Efficiency, and Diversity of Differentiable Architecture Search Chao Li Jia Ning Han Hu Kun He 32 1 0 10 Apr 2022
A Survey of Supernet Optimization and its Applications: Spatial and Temporal Optimization for Neural Architecture Search Stephen Cha Taehyeon Kim Hayeon Lee Se-Young Yun AI4CE 78 2 0 08 Apr 2022
Evolving Neural Selection with Adaptive Regularization Li Ding Lee Spector ODL 50 4 0 04 Apr 2022