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Efficient Neural Architecture Search via Parameter Sharing

9 February 2018

Papers citing "Efficient Neural Architecture Search via Parameter Sharing"

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Title
ApproxDARTS: Differentiable Neural Architecture Search with Approximate Multipliers Michal Pinos Lukás Sekanina Vojtěch Mrázek MQ 66 2 0 08 Apr 2024
Insights from the Use of Previously Unseen Neural Architecture Search Datasets Rob Geada David Towers M. Forshaw Amir Atapour-Abarghouei A. Mcgough 69 2 0 02 Apr 2024
AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search Junghyup Lee Bumsub Ham 76 8 0 28 Mar 2024
Exploring Dynamic Transformer for Efficient Object Tracking Jiawen Zhu Xin Chen Haiwen Diao Shuai Li Jun-Yan He Chenyang Li Bin Luo Dong Wang Huchuan Lu 146 3 0 26 Mar 2024
Systematic construction of continuous-time neural networks for linear dynamical systems Chinmay Datar Adwait Datar Felix Dietrich W. Schilders AI4TS 58 1 0 24 Mar 2024
Building Optimal Neural Architectures using Interpretable Knowledge Keith G. Mills Fred X. Han Mohammad Salameh Shengyao Lu Chunhua Zhou Jiao He Fengyu Sun Di Niu 67 2 0 20 Mar 2024
LLM Guided Evolution -- The Automation of Models Advancing Models Clint Morris Michael Jurado Jason Zutty 104 13 0 18 Mar 2024
Boosting Order-Preserving and Transferability for Neural Architecture Search: a Joint Architecture Refined Search and Fine-tuning Approach Beichen Zhang Xiaoxing Wang Xiaohan Qin Junchi Yan 73 4 0 18 Mar 2024
Multi-Objective Evolutionary Neural Architecture Search for Recurrent Neural Networks Reinhard Booysen Anna Sergeevna Bosman 68 1 0 17 Mar 2024
Anytime Neural Architecture Search on Tabular Data Naili Xing Shaofeng Cai Zhaojing Luo Bengchin Ooi Jian Pei 95 1 0 15 Mar 2024
Efficient Multiplayer Battle Game Optimizer for Adversarial Robust Neural Architecture Search Rui Zhong Yuefeng Xu Chao Zhang Jun Yu 49 1 0 15 Mar 2024
Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment Atah Nuh Mih Alireza Rahimi Asfia Kawnine Francis Palma Monica Wachowicz R. Dubay Hung Cao 75 0 0 14 Mar 2024
Robustifying and Boosting Training-Free Neural Architecture Search Zhenfeng He Yao Shu Zhongxiang Dai K. H. Low 74 1 0 12 Mar 2024
Multiple Population Alternate Evolution Neural Architecture Search Juan Zou Han Chu Yizhang Xia Junwen Xu Yuan Liu Zhanglu Hou 88 0 0 11 Mar 2024
Multi-conditioned Graph Diffusion for Neural Architecture Search Rohan Asthana Joschua Conrad Youssef Dawoud M. Ortmanns Vasileios Belagiannis GNN AI4CE 83 6 0 09 Mar 2024
ECToNAS: Evolutionary Cross-Topology Neural Architecture Search Elisabeth J. Schiessler R. Aydin C. Cyron 68 0 0 08 Mar 2024
Unsupervised Graph Neural Architecture Search with Disentangled Self-supervision Zeyang Zhang Xin Eric Wang Ziwei Zhang Guangyao Shen Shiqi Shen Wenwu Zhu 102 12 0 08 Mar 2024
SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS Yameng Peng Andy Song Haytham M. Fayek Victor Ciesielski Xiaojun Chang 107 5 0 07 Mar 2024
G-EvoNAS: Evolutionary Neural Architecture Search Based on Network Growth Juan Zou Weiwei Jiang Yizhang Xia Yuan Liu Zhanglu Hou 94 0 0 05 Mar 2024
Encodings for Prediction-based Neural Architecture Search Yash Akhauri Mohamed S. Abdelfattah AI4CE 70 4 0 04 Mar 2024
NASH: Neural Architecture Search for Hardware-Optimized Machine Learning Models Mengfei Ji Yuchun Chang Baolin Zhang Zaid Al-Ars 44 0 0 04 Mar 2024
DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions Guangrun Wang Changlin Li Liuchun Yuan Jiefeng Peng Xiaoyu Xian Xiaodan Liang Xiaojun Chang Liang Lin 127 1 0 02 Mar 2024
LeMo-NADe: Multi-Parameter Neural Architecture Discovery with LLMs Md Hafizur Rahman Prabuddha Chakraborty 59 5 0 28 Feb 2024
Multi-objective Differentiable Neural Architecture Search R. Sukthanker Arber Zela B. Staffler Samuel Dooley Josif Grabocka Frank Hutter 165 1 0 28 Feb 2024
Principled Architecture-aware Scaling of Hyperparameters Wuyang Chen Junru Wu Zhangyang Wang Boris Hanin AI4CE 104 0 0 27 Feb 2024
Searching a Lightweight Network Architecture for Thermal Infrared Pedestrian Tracking Peng Gao Xiao Liu Yu Wang Ruyue Yuan 74 2 0 26 Feb 2024
Predicting Outcomes in Video Games with Long Short Term Memory Networks Kittimate Chulajata Sean Wu Fabien Scalzo Eun Sang Cha 110 0 0 24 Feb 2024
NeuroFlux: Memory-Efficient CNN Training Using Adaptive Local Learning Dhananjay Saikumar Blesson Varghese 72 1 0 21 Feb 2024
MSTAR: Multi-Scale Backbone Architecture Search for Timeseries Classification Tue Cao N.H. Tran Hieu H. Pham Hung T. Nguyen Le P. Nguyen 68 0 0 21 Feb 2024
SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search Halima Bouzidi Smail Niar Hamza Ouarnoughi El-Ghazali Talbi 85 0 0 20 Feb 2024
Guided Evolution with Binary Discriminators for ML Program Search John D. Co-Reyes Yingjie Miao George Tucker Aleksandra Faust Esteban Real 77 0 0 08 Feb 2024
ParZC: Parametric Zero-Cost Proxies for Efficient NAS Peijie Dong Lujun Li Xinglin Pan Zimian Wei Xiang Liu Qiang-qiang Wang Xiaowen Chu 95 3 0 03 Feb 2024
AutoGCN -- Towards Generic Human Activity Recognition with Neural Architecture Search Felix Tempel Inga Strümke Espen Alexander F. Ihlen 63 3 0 02 Feb 2024
PAP-REC: Personalized Automatic Prompt for Recommendation Language Model Zelong Li Jianchao Ji Yingqiang Ge Wenyue Hua Yongfeng Zhang 64 6 0 01 Feb 2024
Dynamic Layer Tying for Parameter-Efficient Transformers Tamir David Hay Lior Wolf 75 3 0 23 Jan 2024
Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions Suhan Cui Jiaqi Wang Yuan Zhong Han Liu Ting Wang Fenglong Ma 74 3 0 20 Jan 2024
Élivágar: Efficient Quantum Circuit Search for Classification Sashwat Anagolum Narges Alavisamani Poulami Das Moinuddin K. Qureshi Eric Kessler Yunong Shi 100 18 0 17 Jan 2024
SeqNAS: Neural Architecture Search for Event Sequence Classification Igor Udovichenko Egor Shvetsov Denis Divitsky Dmitry Osin I. Trofimov Anatoliy Glushenko I. Sukharev Dmitry Berestnev Evgeny Burnaev 68 8 0 06 Jan 2024
Retraining-free Model Quantization via One-Shot Weight-Coupling Learning Chen Tang Yuan Meng Jiacheng Jiang Shuzhao Xie Rongwei Lu Xinzhu Ma Zhi Wang Wenwu Zhu MQ 73 11 0 03 Jan 2024
DREAM: Debugging and Repairing AutoML Pipelines Xiaoyu Zhang Juan Zhai Shiqing Ma Chao Shen 86 1 0 31 Dec 2023
Collaborative Optimization of the Age of Information under Partial Observability Anam Tahir Kai Cui Bastian Alt Amr Rizk Heinz Koeppl 66 1 0 20 Dec 2023
IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance Hongyi He Longjun Liu Haonan Zhang Nanning Zheng 72 8 0 19 Dec 2023
Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models Angela Castillo Jonas Kohler Juan C. Pérez Juan Pablo Pérez Albert Pumarola Guohao Li Pablo Arbelaez Ali K. Thabet 113 13 0 19 Dec 2023
Weight-Entanglement Meets Gradient-Based Neural Architecture Search R. Sukthanker Arjun Krishnakumar Mahmoud Safari Frank Hutter 81 4 0 16 Dec 2023
Dataset Distillation via Adversarial Prediction Matching Yin Hua Bo Huang Junda Lu Bing Li Yi Wang Minhao Cheng Wei Wang DD 52 5 0 14 Dec 2023
AutoNumerics-Zero: Automated Discovery of State-of-the-Art Mathematical Functions Esteban Real Yao Chen Mirko Rossini Connal de Souza Manav Garg Akhil Verghese Moritz Firsching Quoc V. Le E. D. Cubuk David H. Park 71 1 0 13 Dec 2023
Towards On-device Learning on the Edge: Ways to Select Neurons to Update under a Budget Constraint Ael Quélennec Enzo Tartaglione Pavlo Mozharovskyi Van-Tam Nguyen 75 3 0 08 Dec 2023
Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization Bogdan Musat Razvan Andonie 85 0 0 08 Dec 2023
Optimizing Camera Configurations for Multi-View Pedestrian Detection Yunzhong Hou Xingjian Leng Tom Gedeon Liang Zheng 71 4 0 04 Dec 2023
Efficient Stitchable Task Adaptation Haoyu He Zizheng Pan Jing Liu Jianfei Cai Bohan Zhuang 132 3 0 29 Nov 2023