Regularized Evolution for Image Classifier Architecture Search

5 February 2018

Papers citing "Regularized Evolution for Image Classifier Architecture Search"

50 / 598 papers shown

Title
Mergenetic: a Simple Evolutionary Model Merging Library Adrian Robert Minut Tommaso Mencattini Andrea Santilli Donato Crisostomi Emanuele Rodolà MoMe 35 0 0 16 May 2025
Differentiable Channel Selection in Self-Attention For Person Re-Identification Yancheng Wang Nebojsa Jojic Yingzhen Yang 29 0 0 13 May 2025
A systematic review of challenges and proposed solutions in modeling multimodal data Maryam Farhadizadeh Maria Weymann Michael Blaß Johann Kraus Christopher Gundler Sebastian Walter Noah Hempen Harald Binde Nadine Binder 34 0 0 11 May 2025
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 57 0 0 07 May 2025
Meta knowledge assisted Evolutionary Neural Architecture Search Yangyang Li Guanlong Liu Ronghua Shang L. Jiao 56 0 0 30 Apr 2025
FX-DARTS: Designing Topology-unconstrained Architectures with Differentiable Architecture Search and Entropy-based Super-network Shrinking Xuan Rao Bo Zhao Derong Liu Cesare Alippi 44 0 0 25 Apr 2025
Evolution Meets Diffusion: Efficient Neural Architecture Generation Bingye Zhou Caiyang Yu DiffM 60 0 0 24 Apr 2025
Transferrable Surrogates in Expressive Neural Architecture Search Spaces Shiwen Qin Gabriela Kadlecová Martin Pilát Shay B. Cohen Roman Neruda Elliot J. Crowley Jovita Lukasik Linus Ericsson AI4CE 181 0 0 17 Apr 2025
Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization Timur Carstensen Neeratyoy Mallik Frank Hutter Martin Rapp AI4CE 34 0 0 14 Apr 2025
Multi-Task Neural Architecture Search Using Architecture Embedding and Transfer Rank TingJie Zhang HaiLin Liu 43 1 0 01 Apr 2025
RBFleX-NAS: Training-Free Neural Architecture Search Using Radial Basis Function Kernel and Hyperparameter Detection Tomomasa Yamasaki Zhehui Wang Yaoyu Zhang Niangjun Chen Bo Wang 34 0 0 26 Mar 2025
Variation Matters: from Mitigating to Embracing Zero-Shot NAS Ranking Function Variation Pavel Rumiantsev Mark Coates 55 0 0 27 Feb 2025
AIDE: AI-Driven Exploration in the Space of Code Zhengyao Jiang Dominik Schmidt Dhruv Srikanth Dixing Xu Ian Kaplan Deniss Jacenko Yuxiang Wu 77 8 0 18 Feb 2025
Evolutionary Optimization of Model Merging Recipes Takuya Akiba Makoto Shing Yujin Tang Qi Sun David Ha MoMe 116 104 0 28 Jan 2025
Can Safety Fine-Tuning Be More Principled? Lessons Learned from Cybersecurity David Williams-King Linh Le Adam Oberman Yoshua Bengio AAML 61 0 0 19 Jan 2025
Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey Zhihong Liu Xin Xu Peng Qiao Dongsheng Li OffRL 31 2 0 08 Nov 2024
Mutual Information Preserving Neural Network Pruning Charles Westphal Stephen Hailes Mirco Musolesi 57 1 0 31 Oct 2024
EM-DARTS: Hierarchical Differentiable Architecture Search for Eye Movement Recognition Huafeng Qin Hongyu Zhu Xin Jin Xin Yu M. El-Yacoubi Xinbo Gao 30 0 0 22 Sep 2024
NASH: Neural Architecture and Accelerator Search for Multiplication-Reduced Hybrid Models Yang Xu Huihong Shi Zhongfeng Wang 48 0 0 07 Sep 2024
Efficient Multi-Objective Neural Architecture Search via Pareto Dominance-based Novelty Search An Vo Ngoc Hoang Luong 33 0 0 30 Jul 2024
Generalizing Teacher Networks for Effective Knowledge Distillation Across Student Architectures Kuluhan Binici Weiming Wu Tulika Mitra 35 1 0 22 Jul 2024
DεpS: Delayed ε-Shrinking for Faster Once-For-All Training Aditya Annavajjala Alind Khare Animesh Agrawal Igor Fedorov Hugo Latapie Myungjin Lee Alexey Tumanov CLL 49 0 0 08 Jul 2024
Accelerate Intermittent Deep Inference Ziliang Zhang 23 0 0 01 Jul 2024
Younger: The First Dataset for Artificial Intelligence-Generated Neural Network Architecture Zhengxin Yang Wanling Gao Luzhou Peng Yunyou Huang Fei Tang Jianfeng Zhan 33 0 0 20 Jun 2024
CSCO: Connectivity Search of Convolutional Operators Tunhou Zhang Shiyu Li Hsin-Pai Cheng Feng Yan Hai Helen Li Yiran Chen 39 0 0 26 Apr 2024
Accel-NASBench: Sustainable Benchmarking for Accelerator-Aware NAS Afzal Ahmad Linfeng Du Zhiyao Xie Wei Zhang 18 0 0 09 Apr 2024
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better En-hao Liu Junyi Zhu Zinan Lin Xuefei Ning Shuaiqi Wang ... Sergey Yekhanin Guohao Dai Huazhong Yang Yu Wang Yu Wang MoMe 57 4 0 02 Apr 2024
Efficiently Distilling LLMs for Edge Applications Achintya Kundu Fabian Lim Aaron Chew L. Wynter Penny Chong Rhui Dih Lee 50 6 0 01 Apr 2024
TG-NAS: Leveraging Zero-Cost Proxies with Transformer and Graph Convolution Networks for Efficient Neural Architecture Search Ye Qiao Haocheng Xu Sitao Huang 38 0 0 30 Mar 2024
Anytime Neural Architecture Search on Tabular Data Naili Xing Shaofeng Cai Zhaojing Luo Bengchin Ooi Jian Pei 36 1 0 15 Mar 2024
Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search Hongyuan Yu Cheng Wan Mengchen Liu Dongdong Chen Bin Xiao Xiyang Dai Yan Huang Yuan Lu Liang Wang 78 5 0 15 Mar 2024
Robustifying and Boosting Training-Free Neural Architecture Search Zhenfeng He Yao Shu Zhongxiang Dai K. H. Low 43 1 0 12 Mar 2024
Exploring Hardware Friendly Bottleneck Architecture in CNN for Embedded Computing Systems Xing Lei Longjun Liu Zhiheng Zhou Hongbin Sun Nanning Zheng 16 0 0 11 Mar 2024
G-EvoNAS: Evolutionary Neural Architecture Search Based on Network Growth Juan Zou Weiwei Jiang Yizhang Xia Yuan Liu Zhanglu Hou 34 0 0 05 Mar 2024
Multi-objective Differentiable Neural Architecture Search R. Sukthanker Arber Zela B. Staffler Samuel Dooley Josif Grabocka Frank Hutter 52 1 0 28 Feb 2024
Towards a tailored mixed-precision sub-8-bit quantization scheme for Gated Recurrent Units using Genetic Algorithms Riccardo Miccini Alessandro Cerioli Clément Laroche Tobias Piechowiak J. Sparsø Luca Pezzarossa MQ 18 0 0 19 Feb 2024
Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions Suhan Cui Jiaqi Wang Yuan Zhong Han Liu Ting Wang Fenglong Ma 33 3 0 20 Jan 2024
Optimizing Neural Networks with Gradient Lexicase Selection Lijie Ding Lee Spector 44 20 0 19 Dec 2023
Optimizing Dense Feed-Forward Neural Networks Luis Balderas Miguel Lastra José M. Benítez 19 5 0 16 Dec 2023
Masked Autoencoders Are Robust Neural Architecture Search Learners Yiming Hu Xiangxiang Chu Bo Zhang OOD 40 0 0 20 Nov 2023
Ever Evolving Evaluator (EV3): Towards Flexible and Reliable Meta-Optimization for Knowledge Distillation Li Ding M. Zoghi Guy Tennenholtz Maryam Karimzadehgan 26 0 0 29 Oct 2023
TS-ENAS:Two-Stage Evolution for Cell-based Network Architecture Search Juan Zou Shenghong Wu Yizhang Xia Weiwei Jiang Zeping Wu Jinhua Zheng 3DV 26 0 0 14 Oct 2023
GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models Yonggan Fu Yongan Zhang Zhongzhi Yu Sixu Li Zhifan Ye Chaojian Li Cheng Wan Ying Lin 46 64 0 19 Sep 2023
Efficacy of Neural Prediction-Based Zero-Shot NAS Minh Le Nhan Nguyen N. H. Luong 29 0 0 31 Aug 2023
CktGNN: Circuit Graph Neural Network for Electronic Design Automation Zehao Dong Weidong Cao Muhan Zhang Dacheng Tao Yixin Chen Xuan Zhang GNN 34 31 0 31 Aug 2023
GrowCLIP: Data-aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-training Xi Deng Han Shi Runhu Huang Changlin Li Hang Xu Jianhua Han James T. Kwok Shen Zhao Wei Zhang Xiaodan Liang CLIP VLM 29 3 0 22 Aug 2023
Asynchronous Evolution of Deep Neural Network Architectures J. Liang H. Shahrzad Risto Miikkulainen 28 0 0 08 Aug 2023
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification Navid Malekghaini Elham Akbari M. A. Salahuddin Noura Limam R. Boutaba B. Mathieu S. Moteau Stéphanie Tuffin 27 4 0 04 Aug 2023
Survey on Computer Vision Techniques for Internet-of-Things Devices Ishmeet Kaur Adwaita Janardhan Jadhav AI4CE 27 1 0 02 Aug 2023
Divert More Attention to Vision-Language Object Tracking Mingzhe Guo Zhipeng Zhang Li Jing Haibin Ling Heng Fan VLM 44 3 0 19 Jul 2023