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Single Path One-Shot Neural Architecture Search with Uniform Sampling

31 March 2019

Xiangyu Zhang

Papers citing "Single Path One-Shot Neural Architecture Search with Uniform Sampling"

50 / 509 papers shown

Title
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search Bhavna Gopal Arjun Sridhar Tunhou Zhang Yiran Chen 60 4 0 06 Jul 2023
Dynamical Isometry based Rigorous Fair Neural Architecture Search Jianxiang Luo Junyi Hu Tianji Pang Weihao Huang Chuan-Hsi Liu 63 0 0 05 Jul 2023
Make A Long Image Short: Adaptive Token Length for Vision Transformers Yuqin Zhu Yichen Zhu ViT 118 17 0 05 Jul 2023
Zero-Shot Neural Architecture Search: Challenges, Solutions, and Opportunities Guihong Li Duc-Tuong Hoang Kartikeya Bhardwaj Ming Lin Zhangyang Wang R. Marculescu 120 14 0 05 Jul 2023
Neural Architecture Transfer 2: A Paradigm for Improving Efficiency in Multi-Objective Neural Architecture Search Simone Sarti Eugenio Lomurno Matteo Matteucci 51 1 0 03 Jul 2023
Hyper-parameter Adaptation of Conformer ASR Systems for Elderly and Dysarthric Speech Recognition Tianzi Wang Shoukang Hu Jiajun Deng Zengrui Jin Mengzhe Geng Yi Wang Helen M. Meng Xunying Liu 69 5 0 27 Jun 2023
Balanced Mixture of SuperNets for Learning the CNN Pooling Architecture Mehraveh Javan Matthew Toews M. Pedersoli 103 1 0 21 Jun 2023
Neural Fine-Tuning Search for Few-Shot Learning Panagiotis Eustratiadis Łukasz Dudziak Da Li Timothy M. Hospedales 74 4 0 15 Jun 2023
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts Ganesh Jawahar Haichuan Yang Yunyang Xiong Zechun Liu Dilin Wang ... Barlas Oğuz Muhammad Abdul-Mageed L. Lakshmanan Raghuraman Krishnamoorthi Vikas Chandra 84 4 0 08 Jun 2023
Deep Active Learning with Structured Neural Depth Search Xiaoyun Zhang Xieyi Ping Jianwei Zhang 75 0 0 05 Jun 2023
DynaShare: Task and Instance Conditioned Parameter Sharing for Multi-Task Learning E. Rahimian Golara Javadi Frederick Tung Gabriel L. Oliveira MoE 76 3 0 26 May 2023
Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks Peng Xu Lin Zhang Xuanzhou Liu Jiaqi Sun Yue Zhao Haiqing Yang Bei Yu GNN 69 9 0 23 May 2023
NAS-FM: Neural Architecture Search for Tunable and Interpretable Sound Synthesis based on Frequency Modulation Zhe Ye Wei Xue Xuejiao Tan Qi-fei Liu Yi-Ting Guo 79 2 0 22 May 2023
GeNAS: Neural Architecture Search with Better Generalization Joonhyun Jeong Joonsang Yu Geondo Park Dongyoon Han Y. Yoo 78 4 0 15 May 2023
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention Xinyu Liu Houwen Peng Ningxin Zheng Yuqing Yang Han Hu Yixuan Yuan ViT 88 313 0 11 May 2023
Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile Telepresence Y. Fu Yuecheng Li Chenghui Li Jason M. Saragih Peizhao Zhang Xiaoliang Dai Yingyan Lin 3DH 97 2 0 24 Apr 2023
Meta-multigraph Search: Rethinking Meta-structure on Heterogeneous Information Networks Chao Li Hao Xu Kun He 51 3 0 23 Apr 2023
SSS3D: Fast Neural Architecture Search For Efficient Three-Dimensional Semantic Segmentation O. Therrien Marihan Amein Zhuoran Xiong W. Gross B. Meyer 3DPC 65 0 0 21 Apr 2023
Can GPT-4 Perform Neural Architecture Search? Mingkai Zheng Xiu Su Shan You Fei Wang Chao Qian Chang Xu Samuel Albanie ELM 113 59 0 21 Apr 2023
AutoTaskFormer: Searching Vision Transformers for Multi-task Learning Yang Liu Shen Yan Yuge Zhang Kan Ren Quan Zhang Zebin Ren Deng Cai Mi Zhang ViT 49 0 0 18 Apr 2023
AutoShot: A Short Video Dataset and State-of-the-Art Shot Boundary Detection Wentao Zhu Yufang Huang Xi Xie Wenxian Liu Jincan Deng Debing Zhang Zhangyang Wang Ji Liu 68 17 0 12 Apr 2023
Adversarially Robust Neural Architecture Search for Graph Neural Networks Beini Xie Heng Chang Ziwei Zhang Xin Eric Wang Daixin Wang Qing Cui Rex Ying Wenwu Zhu AAML 67 16 0 09 Apr 2023
PSLT: A Light-weight Vision Transformer with Ladder Self-Attention and Progressive Shift Gaojie Wu Weishi Zheng Yutong Lu Q. Tian ViT 82 15 0 07 Apr 2023
Robust Neural Architecture Search Xunyu Zhu Jian Li Yong-Jin Liu Weiping Wang AAML 57 3 0 06 Apr 2023
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer Xuanyao Chen Zhijian Liu Haotian Tang Li Yi Hang Zhao Song Han ViT 205 48 0 30 Mar 2023
DisWOT: Student Architecture Search for Distillation WithOut Training Peijie Dong Lujun Li Zimian Wei 87 58 0 28 Mar 2023
DetOFA: Efficient Training of Once-for-All Networks for Object Detection Using Path Filter Yuiko Sakuma Masato Ishii T. Narihira 58 3 0 23 Mar 2023
Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms Ao Zhou Jianlei Yang Yingjie Qi Yumeng Shi Tong Qiao Weisheng Zhao Chunming Hu GNN 119 12 0 20 Mar 2023
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices Chen Tang Li Zhang Huiqiang Jiang Jiahang Xu Ting Cao Quanlu Zhang Yuqing Yang Zhi Wang Mao Yang 40 12 0 17 Mar 2023
SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference Li Zhang Xudong Wang Jiahang Xu Quanlu Zhang Yujing Wang Yuqing Yang Ningxin Zheng Ting Cao Mao Yang MQ 45 3 0 15 Mar 2023
Co-Salient Object Detection with Co-Representation Purification Ziyue Zhu Zhao Zhang Zheng Lin Xing Sun Mingg-Ming Cheng 59 34 0 14 Mar 2023
AutoTransfer: AutoML with Knowledge Transfer -- An Application to Graph Neural Networks Kaidi Cao Jiaxuan You Jiaju Liu J. Leskovec 97 5 0 14 Mar 2023
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments Hao Wen Yuanchun Li Zunshuai Zhang Shiqi Jiang Xiaozhou Ye Ouyang Ye Yaqin Zhang Yunxin Liu 137 32 0 13 Mar 2023
Structured Pruning for Deep Convolutional Neural Networks: A survey Yang He Lingao Xiao 3DPC 116 141 0 01 Mar 2023
PA&DA: Jointly Sampling PAth and DAta for Consistent NAS Shunong Lu Yu Hu Longxing Yang Zihao Sun Jilin Mei Jianchao Tan Chengru Song 47 9 0 28 Feb 2023
Full Stack Optimization of Transformer Inference: a Survey Sehoon Kim Coleman Hooper Thanakul Wattanawong Minwoo Kang Ruohan Yan ... Qijing Huang Kurt Keutzer Michael W. Mahoney Y. Shao A. Gholami MQ 161 106 0 27 Feb 2023
An algorithmic framework for the optimization of deep neural networks architectures and hyperparameters Julie Keisler El-Ghazali Talbi Sandra Claudel Gilles Cabriel 77 6 0 27 Feb 2023
A General-Purpose Transferable Predictor for Neural Architecture Search Fred X. Han Keith G. Mills Fabián A. Chudak Parsa Riahi Mohammad Salameh Jialin Zhang Wei Lu Shangling Jui Di Niu AI4CE OOD 82 3 0 21 Feb 2023
Towards Optimal Compression: Joint Pruning and Quantization Ben Zandonati Glenn Bucagu Adrian Alan Pol M. Pierini Olya Sirkin Tal Kopetz MQ 71 3 0 15 Feb 2023
SEAM: Searching Transferable Mixed-Precision Quantization Policy through Large Margin Regularization Chen Tang Kai Ouyang Zenghao Chai Yunpeng Bai Yuan Meng Zhi Wang Wenwu Zhu MQ 79 9 0 14 Feb 2023
Improving Differentiable Architecture Search via Self-Distillation Xunyu Zhu Jian Li Yong Liu Weiping Wang 92 8 0 11 Feb 2023
Data Quality-aware Mixed-precision Quantization via Hybrid Reinforcement Learning Yingchun Wang Jingcai Guo Song Guo Weizhan Zhang MQ 75 21 0 09 Feb 2023
ZipLM: Inference-Aware Structured Pruning of Language Models Eldar Kurtic Elias Frantar Dan Alistarh MQ 92 26 0 07 Feb 2023
Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start" Junbo Zhao Xuefei Ning En-hao Liu Binxin Ru Zixuan Zhou Tianchen Zhao Chen Chen Jiajin Zhang Q. Liao Yu Wang AI4CE 75 2 0 02 Feb 2023
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients Guihong Li Yuedong Yang Kartikeya Bhardwaj R. Marculescu 117 63 0 26 Jan 2023
RD-NAS: Enhancing One-shot Supernet Ranking Ability via Ranking Distillation from Zero-cost Proxies Peijie Dong Xin-Yi Niu Lujun Li Zhiliang Tian Xiaodong Wang Zimian Wei H. Pan Dongsheng Li 147 15 0 24 Jan 2023
GP-NAS-ensemble: a model for NAS Performance Prediction Kunlong Chen Liu Yang Yitian Chen Kunjin Chen Yidan Xu Lujun Li 98 13 0 23 Jan 2023
Neural Architecture Search: Insights from 1000 Papers Colin White Mahmoud Safari R. Sukthanker Binxin Ru T. Elsken Arber Zela Debadeepta Dey Frank Hutter 3DV AI4CE 129 142 0 20 Jan 2023
FemtoDet: An Object Detection Baseline for Energy Versus Performance Tradeoffs Peng Tu Xu Xie Guo Ai Ming Ling Ya-Yao Huang Yefeng Zheng 92 9 0 17 Jan 2023
$β$ -DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture Search Peng Ye Tong He Baopu Li Tao Chen Lei Bai Wanli Ouyang OOD 81 7 0 16 Jan 2023