Learning Transferable Architectures for Scalable Image Recognition

21 July 2017

Papers citing "Learning Transferable Architectures for Scalable Image Recognition"

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Title
A Collaboration Strategy in the Mining Pool for Proof-of-Neural-Architecture Consensus Boyang Albert Li Qing Lu Weiwen Jiang Taeho Jung Yiyu Shi 26 5 0 05 May 2022
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning Mingle Xu Sook Yoon A. Fuentes D. Park VLM 22 396 0 03 May 2022
PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search Yameng Peng A. Song V. Ciesielski Haytham M. Fayek Xiaojun Chang 21 14 0 27 Apr 2022
PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution Zhijian Liu Haotian Tang Shengyu Zhao Kevin Shao Song Han 3DPC 18 40 0 25 Apr 2022
Automating Neural Architecture Design without Search Zixuan Liang Yanan Sun 3DV 23 0 0 21 Apr 2022
Searching Intrinsic Dimensions of Vision Transformers Fanghui Xue Biao Yang Y. Qi Jack Xin ViT 33 2 0 16 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 30 18 0 12 Apr 2022
When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search Guocheng Qian Xuanyang Zhang G. Li Chen Zhao Yukang Chen X. Zhang Bernard Ghanem Jian-jun Sun 39 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 21 20 0 10 Apr 2022
Searching for Efficient Neural Architectures for On-Device ML on Edge TPUs Berkin Akin Suyog Gupta Yun Long Anton Spiridonov Zhuo Wang Marie White Haonan Xu Ping Zhou Yanqi Zhou 16 9 0 09 Apr 2022
A Survey on Dropout Methods and Experimental Verification in Recommendation Y. Li Weizhi Ma C. L. Philip Chen M. Zhang Yiqun Liu Shaoping Ma Yue Yang 33 9 0 05 Apr 2022
Evolving Neural Selection with Adaptive Regularization Li Ding Lee Spector ODL 20 4 0 04 Apr 2022
How stable are Transferability Metrics evaluations? A. Agostinelli Michal Pándy J. Uijlings Thomas Mensink V. Ferrari 35 22 0 04 Apr 2022
Novelty Driven Evolutionary Neural Architecture Search Nilotpal Sinha Kuan-Wen Chen 11 8 0 01 Apr 2022
Edge Detection and Deep Learning Based SETI Signal Classification Method Zhewei Chen S. Haider 9 4 0 29 Mar 2022
Generalizing Few-Shot NAS with Gradient Matching Shou-Yong Hu Ruochen Wang Lanqing Hong Zhenguo Li Cho-Jui Hsieh Jiashi Feng 25 23 0 29 Mar 2022
Beyond Fixation: Dynamic Window Visual Transformer Pengzhen Ren Changlin Li Guangrun Wang Yun Xiao Qing Du Xiaodan Liang Qing Du Xiaodan Liang Xiaojun Chang ViT 25 32 0 24 Mar 2022
EAutoDet: Efficient Architecture Search for Object Detection Xiaoxing Wang Jiale Lin Junchi Yan Juanping Zhao Xiaokang Yang 32 23 0 21 Mar 2022
Learning Where To Look -- Generative NAS is Surprisingly Efficient Jovita Lukasik Steffen Jung M. Keuper 21 15 0 16 Mar 2022
Reducing Flipping Errors in Deep Neural Networks Xiang Deng Yun Xiao Bo Long Zhongfei Zhang AAML 30 3 0 16 Mar 2022
Less is More: Proxy Datasets in NAS approaches Brian B. Moser Federico Raue Jörn Hees Andreas Dengel DD 14 6 0 14 Mar 2022
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions Xin-Yue Fan Zi Li Ziyang Li Xiaolin Wang Risheng Liu Zhongxuan Luo Hao Huang 15 11 0 14 Mar 2022
Towards Less Constrained Macro-Neural Architecture Search Vasco Lopes L. A. Alexandre 28 5 0 10 Mar 2022
$β$ -DARTS: Beta-Decay Regularization for Differentiable Architecture Search Peng Ye Baopu Li Yikang Li Tao Chen Jiayuan Fan Wanli Ouyang 16 101 0 03 Mar 2022
Neural Architecture Search using Progressive Evolution Nilotpal Sinha Kuan-Wen Chen 19 6 0 03 Mar 2022
An Efficient End-to-End 3D Voxel Reconstruction based on Neural Architecture Search Yongdong Huang Yuanzhan Li Xulong Cao Siyu Zhang Shen Cai Ting Lu Jie Wang Yuqiao Liu 3DV 22 1 0 27 Feb 2022
Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search Chunhui Zhang Xiaoming Yuan Qianyun Zhang Guangxu Zhu Lei Cheng Ning Zhang FedML OOD 13 15 0 23 Feb 2022
Reinforcement Learning in Practice: Opportunities and Challenges Yuxi Li OffRL 34 9 0 23 Feb 2022
Simplified Learning of CAD Features Leveraging a Deep Residual Autoencoder Raoul Schönhof J. Elstner Radu Manea Steffen Tauber Ramez Awad Marco F. Huber 22 2 0 21 Feb 2022
Two-stage architectural fine-tuning with neural architecture search using early-stopping in image classification Youngkee Kim Won Joon Yun Youn Kyu Lee Soyi Jung Joongheon Kim 18 5 0 17 Feb 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 33 17 0 15 Feb 2022
Benchmarking of DL Libraries and Models on Mobile Devices Qiyang Zhang Xiang Li Xiangying Che Xiao Ma Ao Zhou Mengwei Xu Shangguang Wang Yun Ma Xuanzhe Liu 25 48 0 14 Feb 2022
ACORT: A Compact Object Relation Transformer for Parameter Efficient Image Captioning J. Tan Y. Tan C. Chan Joon Huang Chuah VLM ViT 24 15 0 11 Feb 2022
Towards Disentangling Information Paths with Coded ResNeXt Apostolos Avranas Marios Kountouris FAtt 17 1 0 10 Feb 2022
B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture Search Hyunghun Cho Jungwook Shin Wonjong Rhee 27 7 0 07 Feb 2022
DropNAS: Grouped Operation Dropout for Differentiable Architecture Search Weijun Hong Guilin Li Weinan Zhang Ruiming Tang Yunhe Wang Zhenguo Li Yong Yu OOD 41 54 0 27 Jan 2022
An Automated Question-Answering Framework Based on Evolution Algorithm Sinan Tan Hui Xue Qiyu Ren Huaping Liu Jing Bai 14 0 0 26 Jan 2022
ASFD: Automatic and Scalable Face Detector Jian Li Bin Zhang Yabiao Wang Ying Tai Feiyue Huang Chengjie Wang Jilin Li Wenjiang Pei Yili Xia CVBM 48 43 0 26 Jan 2022
PaRT: Parallel Learning Towards Robust and Transparent AI Mahsa Paknezhad Hamsawardhini Rengarajan Chenghao Yuan Sujanya Suresh Manas Gupta Savitha Ramasamy Hwee Kuan Lee OOD 38 1 0 24 Jan 2022
Neural Architecture Search for Spiking Neural Networks Youngeun Kim Yuhang Li Hyoungseob Park Yeshwanth Venkatesha Priyadarshini Panda 21 88 0 23 Jan 2022
ERS: a novel comprehensive endoscopy image dataset for machine learning, compliant with the MST 3.0 specification Jan Cychnerski T. Dziubich Adam Brzeski 13 7 0 21 Jan 2022
AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images Kaini Wang Xin Yang Juzheng Miao Lei Li Jing Yao Ping Zhou Wufeng Xue Guangquan Zhou Xiahai Zhuang Dong Ni 23 41 0 14 Jan 2022
MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing Xin Liu Yuntao wang S. Xie Xiaoyu Zhang Zixian Ma Daniel J. McDuff Shwetak N. Patel 28 10 0 11 Jan 2022
Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks C. F. G. Santos João Paulo Papa 22 211 0 10 Jan 2022
GhostNets on Heterogeneous Devices via Cheap Operations Kai Han Yunhe Wang Chang Xu Jianyuan Guo Chunjing Xu Enhua Wu Qi Tian 19 102 0 10 Jan 2022
A Sneak Attack on Segmentation of Medical Images Using Deep Neural Network Classifiers Shuyue Guan Murray H. Loew 19 3 0 08 Jan 2022
Transformers Can Do Bayesian Inference Samuel G. Müller Noah Hollmann Sebastian Pineda Arango Josif Grabocka Frank Hutter BDL UQCV 19 139 0 20 Dec 2021
Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong D. Kedziora Katarzyna Musial Bogdan Gabrys 25 26 0 16 Dec 2021
Network Graph Based Neural Architecture Search Zhenhan Huang Chunheng Jiang Pin-Yu Chen Jianxi Gao GNN AI4CE 19 0 0 15 Dec 2021
Scale-Aware Neural Architecture Search for Multivariate Time Series Forecasting Donghui Chen Ling-Hao Chen Zongjiang Shang Youdong Zhang Bo Wen Chenghu Yang AI4TS 35 7 0 14 Dec 2021