SMASH: One-Shot Model Architecture Search through HyperNetworks

17 August 2017

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Papers citing "SMASH: One-Shot Model Architecture Search through HyperNetworks"

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Title
Generative Modeling of Weights: Generalization or Memorization? Boya Zeng Yida Yin Zhiqiu Xu Zhuang Liu DiffM 28 0 0 09 Jun 2025
Sim-is-More: Randomizing HW-NAS with Synthetic Devices F. Capuano Gabriele Tiboni Niccolò Cavagnero Giuseppe Averta 78 0 0 01 Apr 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion Rana Muhammad Shahroz Khan Dongwen Tang Pingzhi Li Kai Wang Tianlong Chen AI4CE 526 1 0 31 Mar 2025
Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models Jeffrey Gu Serena Yeung-Levy AI4CE 70 1 0 02 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 132 0 0 27 Feb 2025
Fast Data Aware Neural Architecture Search via Supernet Accelerated Evaluation Emil Njor Colby R. Banbury Xenofon Fafoutis 113 0 0 18 Feb 2025
Pareto Set Learning for Multi-Objective Reinforcement Learning Erlong Liu Yu-Chang Wu Xiaobin Huang Chengrui Gao Ren-Jian Wang Ke Xue Chao Qian OffRL 235 2 0 12 Jan 2025
Neural Network Diffusion Kaili Wang Dongwen Tang Boya Zeng Yida Yin Zhaopan Xu Yukun Zhou Zelin Zang Trevor Darrell Zhuang Liu Yang You DiffM 145 5 0 03 Jan 2025
TART: Token-based Architecture Transformer for Neural Network Performance Prediction Yannis Y. He 88 0 0 02 Jan 2025
Retinal Vessel Segmentation via Neuron Programming Tingting Wu Ruyi Min Peixuan Song Hengtao Guo Tieyong Zeng Feng-Lei Fan 81 0 0 17 Nov 2024
Learning Morphisms with Gauss-Newton Approximation for Growing Networks Neal Lawton Aram Galstyan Greg Ver Steeg 51 0 0 07 Nov 2024
Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction Haotong Du Quanming Yao Juzheng Zhang Yong Liu Zhen Wang 77 3 0 03 Nov 2024
Developing Convolutional Neural Networks using a Novel Lamarckian Co-Evolutionary Algorithm Zaniar Sharifi Khabat Soltanian Ali Amiri 40 0 0 29 Oct 2024
Efficient Training of Large Vision Models via Advanced Automated Progressive Learning Changlin Li Jiawei Zhang Sihao Lin Zongxin Yang Junwei Liang Xiaodan Liang Xiaojun Chang VLM 70 0 0 06 Sep 2024
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation C. Termritthikun Ayaz Umer Suwichaya Suwanwimolkul Xiwei Xu Ivan Lee 71 5 0 29 Jul 2024
CLASH: Complementary Learning with Neural Architecture Search for Gait Recognition Huanzhang Dou Pengyi Zhang Yuhan Zhao Lu Jin Xi Li CVBM 97 8 0 04 Jul 2024
Robust 3D Face Alignment with Multi-Path Neural Architecture Search Zhichao Jiang Hongsong Wang Xi Teng Baopu Li CVBM 58 1 0 12 Jun 2024
Sheaf HyperNetworks for Personalized Federated Learning B. Nguyen Lorenzo Sani Xinchi Qiu Pietro Lio Nicholas D. Lane 83 1 0 31 May 2024
FedSheafHN: Personalized Federated Learning on Graph-structured Data Wenfei Liang Yanan Zhao Rui She Yiming Li Wee Peng Tay FedML 96 1 0 25 May 2024
Implantable Adaptive Cells: A Novel Enhancement for Pre-Trained U-Nets in Medical Image Segmentation Emil Benedykciuk Marcin Denkowski Grzegorz Wójcik 70 0 0 06 May 2024
Condition-Aware Neural Network for Controlled Image Generation Han Cai Zhekai Zhang Zhuoyang Zhang Qinsheng Zhang Ming-Yu Liu Song Han DiffM 58 8 0 01 Apr 2024
Functional Bilevel Optimization for Machine Learning Ieva Petrulionyte Julien Mairal Michael Arbel 101 5 0 29 Mar 2024
HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models Wenqiao Zhang Tianwei Lin Jiang Liu Fangxun Shu Haoyuan Li ... Zheqi Lv Hao Jiang Juncheng Li Siliang Tang Yueting Zhuang VLM MLLM 90 6 0 20 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
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
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
Multi-objective Differentiable Neural Architecture Search R. Sukthanker Arber Zela B. Staffler Samuel Dooley Josif Grabocka Frank Hutter 163 1 0 28 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
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 111 13 0 19 Dec 2023
Principled Weight Initialization for Hypernetworks Oscar Chang Lampros Flokas Hod Lipson 79 77 0 13 Dec 2023
SiGeo: Sub-One-Shot NAS via Information Theory and Geometry of Loss Landscape Hua Zheng Kuang-Hung Liu Igor Fedorov Xin Zhang Wen-Yen Chen Wei Wen 91 2 0 22 Nov 2023
MathNAS: If Blocks Have a Role in Mathematical Architecture Design Qinsi Wang Jinghan Ke Zhi Liang Sihai Zhang 62 0 0 08 Nov 2023
FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer Chi-Chih Chang Yuan-Yao Sung Shixing Yu N. Huang Diana Marculescu Kai-Chiang Wu ViT 64 1 0 07 Nov 2023
MicroNAS: Memory and Latency Constrained Hardware-Aware Neural Architecture Search for Time Series Classification on Microcontrollers Tobias King Yexu Zhou Tobias Röddiger Michael Beigl 83 3 0 27 Oct 2023
Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models Weize Chen Xiaoyue Xu Xu Han Yankai Lin Ruobing Xie Zhiyuan Liu Maosong Sun Jie Zhou 41 0 0 19 Oct 2023
HyperPPO: A scalable method for finding small policies for robotic control Luming Tang Zhehui Huang Gaurav Sukhatme 74 4 0 28 Sep 2023
ICDARTS: Improving the Stability and Performance of Cyclic DARTS Emily Herron Derek C. Rose Steven R. Young 54 0 0 01 Sep 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 132 21 0 27 Aug 2023
EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning Shiming Chen Shuhuang Chen W. Hou Weiping Ding Xinge You GAN 100 11 0 19 Aug 2023
Dynamic Embedding Size Search with Minimum Regret for Streaming Recommender System Bowei He Xu He Renrui Zhang Yingxue Zhang Ruiming Tang Chen Ma AI4TS 84 12 0 15 Aug 2023
HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction Sriprabha Ramanarayanan Mohammad Al Fahim R. G. S. Amrit Kumar Jethi Keerthi Ram M. Sivaprakasam 60 2 0 09 Aug 2023
Fast Unsupervised Deep Outlier Model Selection with Hypernetworks Xueying Ding Yue Zhao Leman Akoglu OODD 66 4 0 20 Jul 2023
Combiner and HyperCombiner Networks: Rules to Combine Multimodality MR Images for Prostate Cancer Localisation Wen Yan B. Chiu Ziyi Shen Qianye Yang Tom Syer ... S. Punwani M. Emberton David Atkinson D. Barratt Yipeng Hu MedIm 66 5 0 17 Jul 2023
DDNAS: Discretized Differentiable Neural Architecture Search for Text Classification Kuan-Yu Chen Cheng Li Kuo-Jung Lee 82 1 0 12 Jul 2023
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search Bhavna Gopal Arjun Sridhar Tunhou Zhang Yiran Chen 65 4 0 06 Jul 2023
AutoST: Training-free Neural Architecture Search for Spiking Transformers Ziqing Wang Qidong Zhao Jinku Cui Xu Liu Dongkuan Xu 94 5 0 01 Jul 2023
DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs Yanjing Li Sheng Xu Xianbin Cao Lian Zhuo Baochang Zhang Tian Wang Guodong Guo 80 3 0 27 Jun 2023
Partial Hypernetworks for Continual Learning Hamed Hemati Vincenzo Lomonaco D. Bacciu Damian Borth CLL 78 7 0 19 Jun 2023
Neural Fine-Tuning Search for Few-Shot Learning Panagiotis Eustratiadis Łukasz Dudziak Da Li Timothy M. Hospedales 77 4 0 15 Jun 2023
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks Alexander Tornede Difan Deng Theresa Eimer Joseph Giovanelli Aditya Mohan ... Sarah Segel Daphne Theodorakopoulos Tanja Tornede Henning Wachsmuth Marius Lindauer 119 24 0 13 Jun 2023