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Large-Scale Evolution of Image Classifiers

3 March 2017

Jie Tan

Papers citing "Large-Scale Evolution of Image Classifiers"

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GrowCLIP: Data-aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-trainingIEEE International Conference on Computer Vision (ICCV), 2023 Xi Deng Han Shi Runhu Huang Changlin Li Hang Xu Jianhua Han James T. Kwok Shen Zhao Wei Zhang Xiaodan Liang CLIP VLM 186 3 0 22 Aug 2023
FedPop: Federated Population-based Hyperparameter TuningAAAI Conference on Artificial Intelligence (AAAI), 2023 Haokun Chen Denis Krompass Jindong Gu Volker Tresp FedML 208 1 0 16 Aug 2023
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic ClassificationIEEE Transactions on Network and Service Management (TNSM), 2023 Navid Malekghaini Elham Akbari M. A. Salahuddin Noura Limam R. Boutaba B. Mathieu S. Moteau Stéphanie Tuffin 172 12 0 04 Aug 2023
A Survey on Multi-Objective Neural Architecture Search Seyed Mahdi Shariatzadeh M. Fathy R. Berangi M. Shahverdy 225 2 0 18 Jul 2023
Long-range Meta-path Search on Large-scale Heterogeneous GraphsNeural Information Processing Systems (NeurIPS), 2023 Chao Li Zijie Guo Qiuting He Hao Xu Kun He 358 4 0 17 Jul 2023
Search-time Efficient Device Constraints-Aware Neural Architecture SearchPattern Recognition and Machine Intelligence (PRMI), 2023 Oshin Dutta Tanu Kanvar Sumeet Agarwal 157 4 0 10 Jul 2023
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture SearchInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Bhavna Gopal Arjun Sridhar Tunhou Zhang Yiran Chen 175 5 0 06 Jul 2023
Dynamical Isometry based Rigorous Fair Neural Architecture Search Jianxiang Luo Junyi Hu Tianji Pang Weihao Huang Chuan-Hsi Liu 155 0 0 05 Jul 2023
Zero-Shot Neural Architecture Search: Challenges, Solutions, and OpportunitiesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Guihong Li Duc-Tuong Hoang Kartikeya Bhardwaj Ming Lin Zinan Lin R. Marculescu 353 35 0 05 Jul 2023
Balanced Mixture of SuperNets for Learning the CNN Pooling Architecture Mehraveh Javan Matthew Toews M. Pedersoli 255 1 0 21 Jun 2023
Neural Architecture Design and Robustness: A DatasetInternational Conference on Learning Representations (ICLR), 2023 Steffen Jung Jovita Lukasik Margret Keuper OOD AAML 159 21 0 11 Jun 2023
Generalizable Lightweight Proxy for Robust NAS against Diverse PerturbationsNeural Information Processing Systems (NeurIPS), 2023 Hyeonjeong Ha Minseon Kim Sung Ju Hwang OOD AAML 291 8 0 08 Jun 2023
Continuous Cartesian Genetic Programming based representation for Multi-Objective Neural Architecture SearchApplied Soft Computing (Appl. Soft Comput.), 2023 Cosijopii Garcia-Garcia A. Morales-Reyes Hugo Jair Escalante 123 10 0 05 Jun 2023
Meta-prediction Model for Distillation-Aware NAS on Unseen DatasetsInternational Conference on Learning Representations (ICLR), 2023 Hayeon Lee Sohyun An Minseon Kim Sung Ju Hwang OOD 151 5 0 26 May 2023
FSD: Fully-Specialized Detector via Neural Architecture SearchInternational Conference on Computational Collective Intelligence (ICCCI), 2023 Zhe Huang Yudian Li ObjD 266 1 0 26 May 2023
A Survey on Multi-Objective based Parameter Optimization for Deep LearningComputer Science (CS), 2023 Mrittika Chakraborty Wreetbhas Pal S. Bandyopadhyay U. Maulik 98 7 0 17 May 2023
Divide-and-Conquer the NAS puzzle in Resource Constrained Federated Learning SystemsNeural Networks (Neural Netw.), 2023 Yeshwanth Venkatesha Youngeun Kim Hyoungseob Park Priyadarshini Panda FedML 114 6 0 11 May 2023
GPT-NAS: Evolutionary Neural Architecture Search with the Generative Pre-Trained ModelBig Data Mining and Analytics (BDMA), 2023 Caiyang Yu Xianggen Liu Wentao Feng Yun Liu Wentao Feng Deng Xiong Chenwei Tang Jiancheng Lv 236 3 0 09 May 2023
RATs-NAS: Redirection of Adjacent Trails on GCN for Neural Architecture Search Yumeng Zhang J. Hsieh Chun-Chieh Lee Kuo-Chin Fan 159 0 0 07 May 2023
Evolution under Length Constraints for CNN Architecture designInternational Conference on Digital Signal Processing (ICDSP), 2023 Ousmane Youme J. Dembele E. C. Ezin C. Cambier 3DV 147 2 0 05 May 2023
HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture SearchIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Di Wang Bo Du Guang Dai Dacheng Tao 74 5 0 23 Apr 2023
Can GPT-4 Perform Neural Architecture Search? Mingkai Zheng Xiu Su Shan You Fei Wang Chao Qian Chang Xu Samuel Albanie ELM 255 89 0 21 Apr 2023
Is it conceivable that neurogenesis, neural Darwinism, and species evolution could all serve as inspiration for the creation of evolutionary deep neural networks? Mohammed Al-Rawi AI4CE 3DV 56 0 0 06 Apr 2023
OFA $^2$ : A Multi-Objective Perspective for the Once-for-All Neural Architecture SearchIEEE International Joint Conference on Neural Network (IJCNN), 2023 Rafael C. Ito F. J. Zuben 105 1 0 23 Mar 2023
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile DevicesIEEE International Conference on Computer Vision (ICCV), 2023 Chen Tang Li Zhang Huiqiang Jiang Jiahang Xu Ting Cao Quanlu Zhang Yuqing Yang Zhi Wang Mao Yang 136 14 0 17 Mar 2023
Bayesian Quadrature for Neural Ensemble Search Saad Hamid Xingchen Wan Martin Jørgensen Binxin Ru Michael A. Osborne BDL UQCV 151 1 0 15 Mar 2023
AutoTransfer: AutoML with Knowledge Transfer -- An Application to Graph Neural NetworksInternational Conference on Learning Representations (ICLR), 2023 Kaidi Cao Jiaxuan You Jiaju Liu J. Leskovec 230 9 0 14 Mar 2023
Dynamic Neural Network for Multi-Task Learning Searching across Diverse Network TopologiesComputer Vision and Pattern Recognition (CVPR), 2023 Wonhyeok Choi Sunghoon Im 169 11 0 13 Mar 2023
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVsIEEE International Conference on Robotics and Automation (ICRA), 2023 Elia Cereda Luca Crupi Matteo Risso Luca Bompani Luca Benini Alessandro Giusti Daniele Jahier Pagliari Daniele Palossi 133 5 0 03 Mar 2023
Structured Pruning for Deep Convolutional Neural Networks: A surveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Yang He Lingao Xiao 3DPC 344 249 0 01 Mar 2023
OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System Chao Xue Wen Liu Shunxing Xie Zhenfang Wang Jiaxing Li ... Shi-Yong Chen Yibing Zhan Jing Zhang Chaoyue Wang Dacheng Tao 211 2 0 01 Mar 2023
EvoPrompting: Language Models for Code-Level Neural Architecture SearchNeural Information Processing Systems (NeurIPS), 2023 Angelica Chen David Dohan David R. So VLM LRM 414 121 0 28 Feb 2023
A Surrogate-Assisted Highly Cooperative Coevolutionary Algorithm for Hyperparameter Optimization in Deep Convolutional Neural NetworkApplied Soft Computing (Appl. Soft Comput.), 2023 An Chen Zhigang Ren Muyi Wang Hui Chen Haoxi Leng Shuai Liu 138 5 0 25 Feb 2023
Video Action Recognition Collaborative Learning with Dynamics via PSO-ConvNet TransformerScientific Reports (Sci Rep), 2023 N. H. Phong B. Ribeiro 196 19 0 17 Feb 2023
Unified Functional Hashing in Automatic Machine Learning Ryan Gillard S. Jonany Yingjie Miao Michael Munn Connal de Souza Jonathan Dungay Chen Liang David R. So Quoc V. Le Esteban Real 213 2 0 10 Feb 2023
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on GradientsInternational Conference on Learning Representations (ICLR), 2023 Guihong Li Yuedong Yang Kartikeya Bhardwaj R. Marculescu 468 81 0 26 Jan 2023
Rewarded meta-pruning: Meta Learning with Rewards for Channel Pruning Athul Shibu Abhishek Kumar Heechul Jung Dong-Gyu Lee 186 2 0 26 Jan 2023
NASCTY: Neuroevolution to Attack Side-channel Leakages Yielding Convolutional Neural Networks Fiske Schijlen Lichao Wu L. Mariot AAML 131 3 0 25 Jan 2023
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the EdgeIEEE transactions on computers (IEEE Trans. Comput.), 2023 Matteo Risso Luca Bompani Francesco Conti Lorenzo Lamberti Yukai Chen Luca Benini Enrico Macii Massimo Poncino Daniele Jahier Pagliari 212 44 0 24 Jan 2023
GP-NAS-ensemble: a model for NAS Performance Prediction Kunlong Chen Liu Yang Yitian Chen Kunjin Chen Yidan Xu Lujun Li 186 17 0 23 Jan 2023
Neural Architecture Search: Insights from 1000 Papers Colin White Mahmoud Safari R. Sukthanker Binxin Ru T. Elsken Arber Zela Debadeepta Dey Katharina Eggensperger 3DV AI4CE 389 188 0 20 Jan 2023
RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge DistillationInternational Journal of Computer Vision (IJCV), 2023 Utkarsh Nath Yancheng Wang Yingzhen Yang AAML 194 4 0 19 Jan 2023
Efficient Evaluation Methods for Neural Architecture Search: A SurveyIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023 Xiangning Xie Xiaotian Song Zeqiong Lv Gary G. Yen Weiping Ding Yizhou Sun 228 26 0 14 Jan 2023
Differentiable Search of Accurate and Robust Architectures Yuwei Ou Xiangning Xie Shan Gao Yanan Sun Kay Chen Tan Jiancheng Lv OOD AAML 205 2 0 28 Dec 2022
DAS: Neural Architecture Search via Distinguishing Activation Score Yuqiao Liu Haipeng Li Yanan Sun Shuaicheng Liu 182 1 0 23 Dec 2022
Quant 4.0: Engineering Quantitative Investment with Automated, Explainable and Knowledge-driven Artificial Intelligence Jian Guo Saizhuo Wang L. Ni H. Shum AIFin 206 16 0 13 Dec 2022
An Efficient Evolutionary Deep Learning Framework Based on Multi-source Transfer Learning to Evolve Deep Convolutional Neural Networks Bin Wang Bing Xue Mengjie Zhang 197 0 0 07 Dec 2022
Can Evolutionary Clustering Have Theoretical Guarantees?IEEE Transactions on Evolutionary Computation (TEVC), 2022 Chao Qian 169 6 0 04 Dec 2022
A Self-adaptive Neuroevolution Approach to Constructing Deep Neural Network Architectures Across Different TypesApplied Soft Computing (ASC), 2022 Zhenhao Shuai Hongbo Liu Zhaolin Wan Wei-jie Yu Jinchao Zhang 162 4 0 27 Nov 2022
MEESO: A Multi-objective End-to-End Self-Optimized Approach for Automatically Building Deep Learning Models Thanh-Phuong Pham 126 0 0 20 Nov 2022

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Large-Scale Evolution of Image Classifiers

Papers citing "Large-Scale Evolution of Image Classifiers"