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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
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling Dilin Wang Meng Li Chengyue Gong Vikas Chandra 87 103 0 18 Nov 2020
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer William J. McNally Kanav Vats Alexander Wong J. McPhee 3DH 70 16 0 17 Nov 2020
Neural Architecture Search with an Efficient Multiobjective Evolutionary Framework Maria G. Baldeon Calisto S. Lai-Yuen 51 1 0 09 Nov 2020
Adaptive Linear Span Network for Object Skeleton Detection Chang-rui Liu Yunjie Tian Jianbin Jiao QiXiang Ye 64 25 0 08 Nov 2020
Architecture Agnostic Neural Networks Sabera Talukder G. Raghavan Yisong Yue 10 0 0 05 Nov 2020
DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search Yushuo Guan Ning Liu Pengyu Zhao Zhengping Che Kaigui Bian Yanzhi Wang Jian Tang 53 40 0 04 Nov 2020
NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing Zitong Yu Jun Wan Yunxiao Qin Xiaobai Li Stan Z. Li Guoying Zhao CVBM 93 207 0 03 Nov 2020
AdaDGS: An adaptive black-box optimization method with a nonlocal directional Gaussian smoothing gradient Hoang Tran Guannan Zhang 58 8 0 03 Nov 2020
PV-NAS: Practical Neural Architecture Search for Video Recognition Zihao Wang Chen Lin Lu Sheng Junjie Yan Jing Shao ViT 77 7 0 02 Nov 2020
Self-supervised Representation Learning for Evolutionary Neural Architecture Search Chen Wei Yiping Tang Chuang Niu Haihong Hu Yue Wang Jimin Liang 85 21 0 31 Oct 2020
Resource-Aware Pareto-Optimal Automated Machine Learning Platform Yao Yang Andrew Nam M. Nasr-Azadani Teresa Tung 66 6 0 30 Oct 2020
AutoBSS: An Efficient Algorithm for Block Stacking Style Search Yikang Zhang Jian Zhang Zhaobai Zhong 71 4 0 20 Oct 2020
Neural Architecture Performance Prediction Using Graph Neural Networks Jovita Lukasik David Friede Heiner Stuckenschmidt Margret Keuper GNN AI4CE 106 12 0 19 Oct 2020
Direct Federated Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta FedML 67 16 0 13 Oct 2020
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding Yibo Yang Hongyang Li Shan You Fei Wang Chao Qian Zhouchen Lin 63 60 0 13 Oct 2020
Revisiting Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta 15 2 0 12 Oct 2020
Automated Concatenation of Embeddings for Structured Prediction Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 109 177 0 10 Oct 2020
Smooth Variational Graph Embeddings for Efficient Neural Architecture Search Jovita Lukasik David Friede Arber Zela Frank Hutter Margret Keuper 88 19 0 09 Oct 2020
A Survey On Anti-Spoofing Methods For Face Recognition with RGB Cameras of Generic Consumer Devices Zuheng Ming M. Visani M. Luqman J. Burie AAML CVBM 82 64 0 08 Oct 2020
Grow-Push-Prune: aligning deep discriminants for effective structural network compression Qing Tian Tal Arbel James J. Clark 24 8 0 29 Sep 2020
PK-GCN: Prior Knowledge Assisted Image Classification using Graph Convolution Networks Xueli Xiao Chunyan Ji Thosini Bamunu Mudiyanselage Yi Pan GNN SSL 25 3 0 24 Sep 2020
Disentangled Neural Architecture Search Xinyue Zheng Peng Wang Qigang Wang Zhongchao Shi AI4CE 57 4 0 24 Sep 2020
Heuristic Rank Selection with Progressively Searching Tensor Ring Network Nannan Li Yu Pan Yaran Chen Zixiang Ding Dongbin Zhao Zenglin Xu 55 52 0 22 Sep 2020
An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution Zimeng Lyu A. ElSaid Joshua Karns Mohamed Wiem Mkaouer Travis J. Desell ODL 45 1 0 21 Sep 2020
Learned Low Precision Graph Neural Networks Yiren Zhao Duo Wang Daniel Bates Robert D. Mullins M. Jamnik Pietro Lio GNN 73 36 0 19 Sep 2020
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning Hao Tan Ran Cheng Shihua Huang Cheng He Changxiao Qiu Fan Yang Ping Luo OOD 78 42 0 14 Sep 2020
AutoML for Multilayer Perceptron and FPGA Co-design Philip Colangelo Oren Segal Alexander Speicher M. Margala 35 3 0 14 Sep 2020
From Federated Learning to Federated Neural Architecture Search: A Survey Hangyu Zhu Haoyu Zhang Yaochu Jin FedML OOD AI4CE 111 154 0 12 Sep 2020
An Efficient Quantitative Approach for Optimizing Convolutional Neural Networks Yuke Wang Boyuan Feng Xueqiao Peng Yufei Ding 3DV 26 1 0 11 Sep 2020
Neural Architecture Search For Keyword Spotting Tong Mo Yu Mohammad Salameh Di Niu Shangling Jui 54 28 0 01 Sep 2020
A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms Yizhou Sun Xian Sun Yuhan Fang Gary G. Yen 90 43 0 30 Aug 2020
Graph Neural Network Architecture Search for Molecular Property Prediction Shengli Jiang Prasanna Balaprakash GNN AI4CE 44 34 0 27 Aug 2020
NAS-DIP: Learning Deep Image Prior with Neural Architecture Search Yunpeng Chen Chen Gao Esther Robb Jia-Bin Huang 77 50 0 26 Aug 2020
Automated Search for Resource-Efficient Branched Multi-Task Networks David Brüggemann Menelaos Kanakis Stamatios Georgoulis Luc Van Gool 84 65 0 24 Aug 2020
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition Zitong Yu Benjia Zhou Jun Wan Pichao Wang Haoyu Chen Xin Liu Stan Z. Li Guoying Zhao 3DPC 91 90 0 21 Aug 2020
Automated Machine Learning -- a brief review at the end of the early years Hugo Jair Escalante 69 26 0 19 Aug 2020
AIPerf: Automated machine learning as an AI-HPC benchmark Zhixiang Ren Yongheng Liu Tianhui Shi Lei Xie Yue Zhou Jidong Zhai Youhui Zhang Yunquan Zhang Wenguang Chen 61 23 0 17 Aug 2020
Can weight sharing outperform random architecture search? An investigation with TuNAS Gabriel Bender Hanxiao Liu Bo Chen Grace Chu Shuyang Cheng Pieter-Jan Kindermans Quoc V. Le OOD 85 123 0 13 Aug 2020
TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search Yibo Hu Xiang Wu Ran He 85 46 0 12 Aug 2020
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges Aritz D. Martinez Javier Del Ser Esther Villar-Rodriguez E. Osaba Javier Poyatos Siham Tabik Daniel Molina Francisco Herrera 129 28 0 09 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 101 111 0 04 Aug 2020
Differentiable Feature Aggregation Search for Knowledge Distillation Yushuo Guan Pengyu Zhao Bingxuan Wang Yuanxing Zhang Cong Yao Kaigui Bian Jian Tang FedML 76 44 0 02 Aug 2020
flexgrid2vec: Learning Efficient Visual Representations Vectors Ali Hamdi D. Kim Flora D. Salim SSL GNN 88 7 0 30 Jul 2020
Quantity vs. Quality: On Hyperparameter Optimization for Deep Reinforcement Learning L. Hertel Pierre Baldi D. Gillen BDL 75 13 0 29 Jul 2020
Universality of Gradient Descent Neural Network Training G. Welper 67 8 0 27 Jul 2020
What and Where: Learn to Plug Adapters via NAS for Multi-Domain Learning Hanbin Zhao Hao Zeng Xin Qin Yongjian Fu Haibo Wang Bourahla Omar Xi Li 83 18 0 24 Jul 2020
CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending Hang Xu Shaoju Wang Xinyue Cai Wei Zhang Xiaodan Liang Zhenguo Li 109 188 0 23 Jul 2020
Representation Sharing for Fast Object Detector Search and Beyond Yujie Zhong Zelu Deng Sheng Guo Matthew R. Scott Weilin Huang ObjD 113 16 0 23 Jul 2020
AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification Xiaofang Wang Xuehan Xiong Maxim Neumann A. Piergiovanni Michael S. Ryoo A. Angelova Kris Kitani Wei Hua 103 51 0 23 Jul 2020
Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search Yuan Tian Qin Wang Zhiwu Huang Wen Li Dengxin Dai Minghao Yang Jun Wang Olga Fink OffRL 91 61 0 17 Jul 2020