Papers citing 'Large-Scale Evolution of Image Classifiers'

Title
Efficient Hyperparameter Search for Non-Stationary Model Training Berivan Isik Matthew Fahrbach Dima Kuzmin Nicolas Mayoraz Emil Praun Steffen Rendle Raghavendra Vasudeva OffRL 96 0 0 01 Dec 2025
BioArc: Discovering Optimal Neural Architectures for Biological Foundation Models Yi Fang H. Xu Jiaxin Han Sirui Ding Y. Wang Yue Wang Xuan Wang LM&Ro AI4CE 273 0 0 29 Nov 2025
Spiking Neural Network Architecture Search: A Survey Kama Svoboda Tosiron Adegbija 152 0 0 16 Oct 2025
Automated Neural Architecture Design for Industrial Defect DetectionIEEE/ASME transactions on mechatronics (TAM), 2025 Y. Liu Yunfeng Ma Yi Tang Min Liu Shuai Jiang Yaonan Wang 80 0 0 08 Oct 2025
CoLLM-NAS: Collaborative Large Language Models for Efficient Knowledge-Guided Neural Architecture Search Zhe Li Zhiwei Lin Yongtao Wang 199 1 0 30 Sep 2025
Six Sigma For Neural Networks: Taguchi-based optimization Sai Varun Kodathala 84 0 0 22 Sep 2025
Neural Architecture Search Algorithms for Quantum AutoencodersIEEE Transactions on Quantum Engineering (IEEE Trans. Quantum Eng.), 2025 Ankit Kulshrestha Xiaoyuan Liu Hayato Ushijima-Mwesigwa Ilya Safro 80 0 0 18 Sep 2025
STA-Net: A Decoupled Shape and Texture Attention Network for Lightweight Plant Disease Classification Zongsen Qiu 42 0 0 03 Sep 2025
A Continuous Encoding-Based Representation for Efficient Multi-Fidelity Multi-Objective Neural Architecture SearchApplied Soft Computing (ASC), 2025 Zhao Wei C. Ooi Yew-Soon Ong AI4CE 112 0 0 02 Sep 2025
PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation Fei Kong Xiaohan Shan Yanwei Hu Jianmin Li 77 1 0 28 Jul 2025
AlphaGo Moment for Model Architecture Discovery Yixiu Liu Yang Nan Weixian Xu Xiangkun Hu Lyumanshan Ye Zhen Qin Pengfei Liu AI4CE 238 2 0 24 Jul 2025
confopt: A Library for Implementation and Evaluation of Gradient-based One-Shot NAS Methods Abhash Kumar Jha Shakiba Moradian Arjun Krishnakumar Martin Rapp Katharina Eggensperger 150 0 0 22 Jul 2025
Data Aware Differentiable Neural Architecture Search for Tiny Keyword Spotting Applications Yujia Shi Emil Njor Pablo Martínez-Nuevo S. Shepstone Xenofon Fafoutis 124 0 0 21 Jul 2025
Runtime Analysis of Evolutionary NAS for Multiclass Classification Zeqiong Lv Chao Qian Yun-Pei Liu Jiahao Fan Yanan Sun 195 0 0 06 Jun 2025
Loss Functions for Predictor-based Neural Architecture Search Han Ji Yuqi Feng Jiahao Fan Yanan Sun 139 0 0 06 Jun 2025
Flexiffusion: Training-Free Segment-Wise Neural Architecture Search for Efficient Diffusion Models Hongtao Huang Xiaojun Chang Weitong Chen MedIm 280 0 0 03 Jun 2025
Inference-Time Alignment of Diffusion Models via Evolutionary Algorithms Purvish Jajal Nick Eliopoulos Benjamin Shiue-Hal Chou George K. Thiruvathukal James C. Davis Yung-Hsiang Lu 165 1 0 30 May 2025
Guidelines for the Quality Assessment of Energy-Aware NAS Benchmarks Nick Kocher Christian Wassermann Leona Hennig Jonas Seng Holger Hoos Kristian Kersting Marius Lindauer Matthias Müller 291 0 0 21 May 2025
L-SWAG: Layer-Sample Wise Activation with Gradients information for Zero-Shot NAS on Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2025 S. Casarin Sergio Escalera Oswald Lanz 342 2 0 12 May 2025
Meta knowledge assisted Evolutionary Neural Architecture Search Yangyang Li Guanlong Liu Ronghua Shang L. Jiao 195 0 0 30 Apr 2025
Modular Machine Learning: An Indispensable Path towards New-Generation Large Language Models X. Wang Haoyang Li Zeyang Zhang Zeyang Zhang Wenwu Zhu LRM 345 1 0 28 Apr 2025
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models? Christophe El Zeinaty W. Hamidouche Glenn Herrou D. Ménard Merouane Debbah 229 3 0 13 Apr 2025
Hyperparameter Optimisation with Practical Interpretability and Explanation Methods in Probabilistic Curriculum Learning Llewyn Salt Marcus Gallagher 195 0 0 09 Apr 2025
Multi-Task Neural Architecture Search Using Architecture Embedding and Transfer Rank TingJie Zhang HaiLin Liu 192 2 0 01 Apr 2025
Sim-is-More: Randomizing HW-NAS with Synthetic Devices F. Capuano Gabriele Tiboni Niccolò Cavagnero Giuseppe Averta 191 0 0 01 Apr 2025
Arch-LLM: Taming LLMs for Neural Architecture Generation via Unsupervised Discrete Representation Learning Deshani Geethika Poddenige Sachith Seneviratne Damith A. Senanayake Mahesan Niranjan PN Suganthan Saman K. Halgamuge 205 0 0 28 Mar 2025
Optimizing DNN Inference on Multi-Accelerator SoCs at Training-timeIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2024 Matteo Risso Luca Bompani Daniele Jahier Pagliari 314 2 0 24 Feb 2025
NEAR: A Training-Free Pre-Estimator of Machine Learning Model PerformanceInternational Conference on Learning Representations (ICLR), 2024 Raphael T. Husistein Markus Reiher Marco Eckhoff 391 1 0 20 Feb 2025
Fast Data Aware Neural Architecture Search via Supernet Accelerated EvaluationInternet of Things (IoT), 2025 Emil Njor Colby R. Banbury Xenofon Fafoutis 269 2 0 18 Feb 2025
Efficient Global Neural Architecture SearchSN Computer Science (SN Comput. Sci.), 2025 Shahid Siddiqui C. Kyrkou T. Theocharides 223 0 0 05 Feb 2025
A Genetic Algorithm-Based Approach for Automated Optimization of Kolmogorov-Arnold Networks in Classification Tasks Quan Long Bin Wang Bing Xue Mengjie Zhang 207 0 0 29 Jan 2025
Causal-aware Graph Neural Architecture Search under Distribution Shifts Peiwen Li Xin Wang Zeyang Zhang Yi Qin Ziwei Zhang Jialong Wang Yang Li Wenwu Zhu CML OOD 311 7 0 31 Dec 2024
Puzzle: Distillation-Based NAS for Inference-Optimized LLMs Akhiad Bercovich Tomer Ronen Talor Abramovich Nir Ailon Nave Assaf ... Ido Shahaf Oren Tropp Omer Ullman Argov Ran Zilberstein Ran El-Yaniv 707 8 0 28 Nov 2024
Fusion Matters: Learning Fusion in Deep Click-through Rate Prediction ModelsWeb Search and Data Mining (WSDM), 2024 Kexin Zhang Fuyuan Lyu Xing Tang Dugang Liu Chen Ma Kaize Ding Xiuqiang He Xue Liu 238 6 0 24 Nov 2024
Improving Routability Prediction via NAS Using a Smooth One-shot Augmented PredictorIEEE International Symposium on Quality Electronic Design (ISQED), 2024 Arjun Sridhar Chen-Chia Chang Junyao Zhang Yuxiao Chen 194 1 0 21 Nov 2024
Delta-NAS: Difference of Architecture Encoding for Predictor-based Evolutionary Neural Architecture SearchIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Arjun Sridhar Yuxiao Chen 250 0 0 21 Nov 2024
RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively Yao Lu Peixin Zhang Jingyi Wang Lei Ma Xiaoniu Yang Qi Xuan 231 7 0 15 Nov 2024
Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A SurveyACM Computing Surveys (ACM CSUR), 2024 Zhihong Liu Xin Xu Peng Qiao Dongsheng Li OffRL 266 14 0 08 Nov 2024
Learning Morphisms with Gauss-Newton Approximation for Growing Networks Neal Lawton Aram Galstyan Greg Ver Steeg 169 0 0 07 Nov 2024
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Jianyi Zhang Da-Cheng Juan Cyrus Rashtchian Chun-Sung Ferng Heinrich Jiang Yiran Chen 359 13 0 01 Nov 2024
Neural Architecture Search of Hybrid Models for NPU-CIM Heterogeneous AR/VR Devices Yiwei Zhao Ziyun Li Win-San Khwa Xiaoyu Sun Sai Qian Zhang ... Jorge Gomez Jae-sun Seo Phillip B. Gibbons B. D. Salvo Chiao Liu 95 5 0 10 Oct 2024
Dense Optimizer : An Information Entropy-Guided Structural Search Method for Dense-like Neural Network DesignIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 Liu Tianyuan Hou Libin Wang Linyuan Song Xiyu Yan Bin 172 0 0 10 Oct 2024
Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture SearchIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2024 Amber Cassimon Phil Reiter Siegfried Mercelis Kevin Mets 318 2 0 07 Oct 2024
Scalable Reinforcement Learning-based Neural Architecture Search Amber Cassimon Siegfried Mercelis Kevin Mets 221 12 0 02 Oct 2024
A Survey on Neural Architecture Search Based on Reinforcement Learning Wenzhu Shao 159 0 0 26 Sep 2024
Flexiffusion: Segment-wise Neural Architecture Search for Flexible Denoising Schedule Hongtao Huang Xiaojun Chang Weitong Chen 268 0 0 26 Sep 2024
Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive NetworksNeural Information Processing Systems (NeurIPS), 2024 Eeshaan Jain Tushar Nandy Gaurav Aggarwal Ashish Tendulkar Rishabh K. Iyer A. De 200 20 0 18 Sep 2024
Neural Architecture Search based Global-local Vision Mamba for Palm-Vein Recognition Huafeng Qin Yuming Fu Jing Chen M. El-Yacoubi Xinbo Gao Feng Xi Mamba 259 1 0 11 Aug 2024
Impacts of Darwinian Evolution on Pre-trained Deep Neural NetworksIEEE International Conference on Systems, Man and Cybernetics (SMC), 2024 Guodong DU Runhua Jiang Senqiao Yang HaoYang Li Wei Chen Keren Li Sim Kuan Goh Jing Li 140 4 0 10 Aug 2024
Synaptic Modulation using Interspike Intervals Increases Energy Efficiency of Spiking Neural Networks Dylan Adams Magda Zajaczkowska Ashiq Anjum Andrea Soltoggio Shirin Dora 166 1 0 06 Aug 2024