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2006.02903
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A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions
ACM Computing Surveys (ACM CSUR), 2020
1 June 2020
Pengzhen Ren
Yun Xiao
Xiaojun Chang
Po-Yao (Bernie) Huang
Zhihui Li
Xiaojiang Chen
Xin Wang
AI4CE
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Papers citing
"A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions"
50 / 242 papers shown
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Variational Quantum Algorithms for Particle Track Reconstruction
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Jacco A. de Vries
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129
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Spiking Neural Network Architecture Search: A Survey
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170
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Recover-LoRA: Data-Free Accuracy Recovery of Degraded Language Models via Low-Rank Adaptation
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06 Oct 2025
CIMNAS: A Joint Framework for Compute-In-Memory-Aware Neural Architecture Search
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An effective control of large systems of active particles: An application to evacuation problem
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200
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Application of discrete Ricci curvature in pruning randomly wired neural networks: A case study with chest x-ray classification of COVID-19
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Language-Guided Tuning: Enhancing Numeric Optimization with Textual Feedback
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104
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Neural Network Quantization for Microcontrollers: A Comprehensive Survey of Methods, Platforms, and Applications
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Tactile Robotics: An Outlook
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Shan Luo
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K. Althoefer
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143
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108
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Xiuping Jia
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Samir Khaki
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197
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Mohsen Fayyaz
Xiangchen Li
Deepu John
Bo Ji
Dimitrios Nikolopoulos
Hans Vandierendonck
207
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20 Jul 2025
Zero-Shot Neural Architecture Search with Weighted Response Correlation
Kun Jing
Luoyu Chen
Jungang Xu
Jianwei Tai
Yiyu Wang
Shuaimin Li
149
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08 Jul 2025
DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation
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Tianshuo Wei
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Ruocheng Guo
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Shanshan Ye
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285
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SWAT-NN: Simultaneous Weights and Architecture Training for Neural Networks in a Latent Space
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Mansooreh Montazerin
Ajitesh Srivastava
226
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185
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Yuqi Feng
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Yanan Sun
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235
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Flexiffusion: Training-Free Segment-Wise Neural Architecture Search for Efficient Diffusion Models
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Franco Fummi
Luigi Capogrosso
156
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Global optimization of graph acquisition functions for neural architecture search
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Jixiang Qing
Ruth Misener
Calvin Tsay
247
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29 May 2025
Searching Neural Architectures for Sensor Nodes on IoT Gateways
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Andrea Mattia Garavagno
E. Ragusa
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Paolo Gastaldo
210
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29 May 2025
Approach to Finding a Robust Deep Learning Model
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Alexey Boldyrev
Fedor Ratnikov
Andrey Shevelev
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344
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22 May 2025
Modular Machine Learning: An Indispensable Path towards New-Generation Large Language Models
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Haoyang Li
Zeyang Zhang
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Wenwu Zhu
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28 Apr 2025
GFT: Gradient Focal Transformer
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Simranjit Kaur Gill
Shoaib Aslam
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14 Apr 2025
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Qin Lin
Bin Hu
326
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Junchao Ke
Chunhui Ding
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Multi-agent Architecture Search via Agentic Supernet
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Luyang Niu
Cunchun Li
Kaidi Wang
Wenlong Zhang
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527
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Efficient Global Neural Architecture Search
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140
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265
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Liang Shi
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327
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When Babies Teach Babies: Can student knowledge sharing outperform Teacher-Guided Distillation on small datasets?
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416
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Fully Automated Correlated Time Series Forecasting in Minutes
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Xingjian Wu
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Miao Zhang
Chenjuan Guo
Bin Yang
Christian S. Jensen
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277
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Understanding Representation of Deep Equilibrium Models from Neural Collapse Perspective
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240
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A Survey of Low-shot Vision-Language Model Adaptation via Representer Theorem
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A CLIP-Powered Framework for Robust and Generalizable Data Selection
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405
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Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning
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Asif Mahmud
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