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DARTS: Differentiable Architecture Search

24 June 2018

Papers citing "DARTS: Differentiable Architecture Search"

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Title
A Coreset Selection of Coreset Selection Literature: Introduction and Recent Advances Brian B. Moser Arundhati S. Shanbhag Stanislav Frolov Federico Raue Joachim Folz Andreas Dengel 389 7 0 23 May 2025
DataRater: Meta-Learned Dataset Curation Dan A. Calian Gregory Farquhar Iurii Kemaev Luisa M. Zintgraf Matteo Hessel ... András Gyorgy Tom Schaul Jeffrey Dean Hado van Hasselt David Silver 417 4 0 23 May 2025
Auto-nnU-Net: Towards Automated Medical Image Segmentation Jannis Becktepe Leona Hennig Steffen Oeltze-Jafra Marius Lindauer 455 1 0 22 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 279 0 0 21 May 2025
Adaptive Pruning of Deep Neural Networks for Resource-Aware Embedded Intrusion Detection on the Edge Alexandre Broggi Nathaniel Bastian Lance Fiondella Gokhan Kul AAML 140 1 0 20 May 2025
Half Search Space is All You Need Pavel Rumiantsev Mark Coates 170 0 0 19 May 2025
Learning to Program Quantum Measurements for Machine Learning Samuel Yen-Chi Chen Huan-Hsin Tseng Hsin-Yi Lin Shinjae Yoo 260 3 0 18 May 2025
SEAL: Searching Expandable Architectures for Incremental Learning Matteo Gambella Vicente Javier Castro Solar CLL 418 0 0 15 May 2025
Efficient Mixed Precision Quantization in Graph Neural NetworksIEEE International Conference on Data Engineering (ICDE), 2025 Samir Moustafa Nils M. Kriege Wilfried Gansterer GNN MQ 209 2 0 14 May 2025
Differentiable Channel Selection in Self-Attention For Person Re-Identification Yancheng Wang Nebojsa Jojic Yingzhen Yang 295 0 0 13 May 2025
Differentiable Quantum Architecture Search in Quantum-Enhanced Neural Network Parameter Generation Samuel Yen-Chi Chen Chen-Yu Liu Kuan-Cheng Chen Wei-Jia Huang Yen-Jui Chang Wei-Hao Huang 177 6 0 13 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 322 2 0 12 May 2025
A stochastic gradient method for trilevel optimization Tommaso Giovannelli G. Kent Luis Nunes Vicente 141 0 0 11 May 2025
Onboard Optimization and Learning: A Survey Monirul Islam Pavel Siyi Hu Mahardhika Pratama Ryszard Kowalczyk 298 1 0 07 May 2025
Efficient Curvature-Aware Hypergradient Approximation for Bilevel Optimization Youran Dong Junfeng Yang Wei-Ting Yao Jin Zhang 909 1 0 04 May 2025
One Search Fits All: Pareto-Optimal Eco-Friendly Model Selection Filippo Betello Antonio Purificato Vittoria Vineis Gabriele Tolomei Fabrizio Silvestri 313 1 0 02 May 2025
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook Muyi Bao Shuchang Lyu Zhaoyang Xu Huiyu Zhou Jinchang Ren Shiming Xiang Xuelong Li Guangliang Cheng Mamba 495 5 0 01 May 2025
Scalable Meta-Learning via Mixed-Mode Differentiation Iurii Kemaev Dan A. Calian Luisa M. Zintgraf Gregory Farquhar H. V. Hasselt 217 2 0 01 May 2025
Meta knowledge assisted Evolutionary Neural Architecture Search Yangyang Li Guanlong Liu Ronghua Shang L. Jiao 175 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 305 1 0 28 Apr 2025
FX-DARTS: Designing Topology-unconstrained Architectures with Differentiable Architecture Search and Entropy-based Super-network ShrinkingIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025 Xuan Rao Bo Zhao Derong Liu Cesare Alippi 411 0 0 25 Apr 2025
Evolution Meets Diffusion: Efficient Neural Architecture Generation Bingye Zhou Caiyang Yu Chenwei Tang DiffM 515 0 0 24 Apr 2025
Regularizing Differentiable Architecture Search with Smooth Activation Yanlin Zhou Mostafa El-Khamy Kee-Bong Song 145 1 0 22 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 843 4 0 17 Apr 2025
zkVC: Fast Zero-Knowledge Proof for Private and Verifiable ComputingDesign Automation Conference (DAC), 2025 Yancheng Zhang Mengxin Zheng Hang Zhang Jingtong Hu W. Shi Lei Ju Yan Solihin Qian Lou 272 1 0 16 Apr 2025
Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization Timur Carstensen Neeratyoy Mallik Katharina Eggensperger Martin Rapp AI4CE 233 1 0 14 Apr 2025
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models? Christophe El Zeinaty W. Hamidouche Glenn Herrou D. Ménard Merouane Debbah 205 3 0 13 Apr 2025
Kernel-Level Energy-Efficient Neural Architecture Search for Tabular DatasetAsian Conference on Intelligent Information and Database Systems (ACIIDS), 2025 Hoang-Loc La Phuong Hoai Ha 250 0 0 11 Apr 2025
Bridging the Gap Between Preference Alignment and Machine Unlearning Xiaohua Feng Yuyuan Li Huwei Ji Jiaming Zhang Lulu Zhang Xuhong Zhang Chaochao Chen MU 186 2 0 09 Apr 2025
Federated Neural Architecture Search with Model-Agnostic Meta Learning Xinyuan Huang Jiechao Gao FedML AI4CE 241 0 0 08 Apr 2025
The Effects of Grouped Structural Global Pruning of Vision Transformers on Domain Generalisation Hamza Riaz Alan F. Smeaton ViT 170 0 0 05 Apr 2025
DML-RAM: Deep Multimodal Learning Framework for Robotic Arm Manipulation using Pre-trained Models Sathish Kumar Swaroop Damodaran Naveen Kumar Kuruba S. Jha Arvind Ramanathan 121 9 0 04 Apr 2025
Spectral Architecture Search for Neural Network Models Gianluca Peri Lorenzo Giambagli Lorenzo Chicchi Duccio Fanelli 147 0 0 01 Apr 2025
Sim-is-More: Randomizing HW-NAS with Synthetic Devices F. Capuano Gabriele Tiboni Niccolò Cavagnero Giuseppe Averta 187 0 0 01 Apr 2025
Multi-Task Neural Architecture Search Using Architecture Embedding and Transfer Rank TingJie Zhang HaiLin Liu 136 2 0 01 Apr 2025
Expanding-and-Shrinking Binary Neural Networks Xulong Shi Caiyi Sun Zhi Qi Liu Hao Xiaodong Yang MQ 301 1 0 31 Mar 2025
ELASTIC: Efficient Once For All Iterative Search for Object Detection on Microcontrollers Tony Tran Qin Lin Bin Hu 263 1 0 27 Mar 2025
RBFleX-NAS: Training-Free Neural Architecture Search Using Radial Basis Function Kernel and Hyperparameter DetectionIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025 Tomomasa Yamasaki Zhehui Wang Yaoyu Zhang Niangjun Chen Bo Wang 448 2 0 26 Mar 2025
ZeroLM: Data-Free Transformer Architecture Search for Language Models Zhen-Song Chen Hong-Wei Ding Xian-Jia Wang Witold Pedrycz 271 0 0 24 Mar 2025
Offline Model-Based Optimization: Comprehensive Review Minsu Kim Jiayao Gu Ye Yuan Taeyoung Yun Ziqiang Liu Yoshua Bengio Can Chen OffRL 262 9 0 21 Mar 2025
Subnet-Aware Dynamic Supernet Training for Neural Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2025 Jeimin Jeon Youngmin Oh J. Lee Donghyeon Baek Jeimin Jeon Chanho Eom Bumsub Ham 180 1 0 13 Mar 2025
Architecture-Aware Minimization (A $^2$ M): How to Find Flat Minima in Neural Architecture Search Matteo Gambella Fabrizio Pittorino Manuel Roveri 247 0 0 13 Mar 2025
ZO-DARTS++: An Efficient and Size-Variable Zeroth-Order Neural Architecture Search Algorithm Lunchen Xie Eugenio Lomurno Matteo Gambella Danilo Ardagna Manual Roveri Matteo Matteucci Qingjiang Shi 134 0 0 08 Mar 2025
Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI ModelsACM Computing Surveys (ACM Comput. Surv.), 2025 Xubin Wang Zhiqing Tang Jianxiong Guo Tianhui Meng Chenhao Wang Tian-sheng Wang Weijia Jia 342 49 0 08 Mar 2025
NodeNAS: Node-Specific Graph Neural Architecture Search for Out-of-Distribution Generalization Qiyi Wang Yinning Shao Yunlong Ma Min Liu OOD 219 1 0 04 Mar 2025
Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and BeyondComputer Vision and Pattern Recognition (CVPR), 2025 Guanyao Wu Haoyu Liu Hongming Fu Yichuan Peng Jinyuan Liu Xin-Yue Fan Risheng Liu 326 20 0 03 Mar 2025
SEKI: Self-Evolution and Knowledge Inspiration based Neural Architecture Search via Large Language Models Zicheng Cai Yaohua Tang Yutao Lai Hua Wang Zhaoyu Chen Hao Chen LLMAG VLM LRM 272 2 0 27 Feb 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 282 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 367 1 0 20 Feb 2025
Architect of the Bits World: Masked Autoregressive Modeling for Circuit Generation Guided by Truth Table Haoyuan Wu Haisheng Zheng Shoubo Hu Zhuolun He Bei Yu 229 0 0 18 Feb 2025