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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
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 66 4 0 18 Mar 2024
Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search Hongyuan Yu Cheng Wan Mengchen Liu Dongdong Chen Bin Xiao Xiyang Dai Yan Huang Yuan Lu Liang Wang 102 6 0 15 Mar 2024
LocalMamba: Visual State Space Model with Windowed Selective Scan Tao Huang Xiaohuan Pei Shan You Fei Wang Chao Qian Chang Xu Mamba 108 156 0 14 Mar 2024
Unsupervised Graph Neural Architecture Search with Disentangled Self-supervision Zeyang Zhang Xin Eric Wang Ziwei Zhang Guangyao Shen Shiqi Shen Wenwu Zhu 89 12 0 08 Mar 2024
G-EvoNAS: Evolutionary Neural Architecture Search Based on Network Growth Juan Zou Weiwei Jiang Yizhang Xia Yuan Liu Zhanglu Hou 89 0 0 05 Mar 2024
Revisiting Learning-based Video Motion Magnification for Real-time Processing Hyunwoo Ha Oh Hyun-Bin Kim Jun-Seong Byung-Ki Kwon Kim Sung-Bin Linh-Tam Tran Ji-Yun Kim Sung-Ho Bae Tae-Hyun Oh 67 1 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 122 1 0 02 Mar 2024
T3DNet: Compressing Point Cloud Models for Lightweight 3D Recognition Zhiyuan Yang Yunjiao Zhou Lihua Xie Jianfei Yang 3DPC 89 1 0 29 Feb 2024
Multi-objective Differentiable Neural Architecture Search R. Sukthanker Arber Zela B. Staffler Samuel Dooley Josif Grabocka Frank Hutter 151 1 0 28 Feb 2024
Principled Architecture-aware Scaling of Hyperparameters Wuyang Chen Junru Wu Zhangyang Wang Boris Hanin AI4CE 91 0 0 27 Feb 2024
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases Zechun Liu Changsheng Zhao Forrest N. Iandola Chen Lai Yuandong Tian ... Ernie Chang Yangyang Shi Raghuraman Krishnamoorthi Liangzhen Lai Vikas Chandra ALM 137 102 0 22 Feb 2024
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Yiran Ding Li Lyna Zhang Chengruidong Zhang Yuanyuan Xu Ning Shang Jiahang Xu Fan Yang Mao Yang RALM 102 162 0 21 Feb 2024
MatchNAS: Optimizing Edge AI in Sparse-Label Data Contexts via Automating Deep Neural Network Porting for Mobile Deployment Hongtao Huang Xiaojun Chang Wen Hu Lina Yao 73 0 0 21 Feb 2024
G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection Fan Wu Jinling Gao Lanqing Hong Xinbing Wang Cheng Zhou Nanyang Ye 71 10 0 07 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 85 3 0 03 Feb 2024
Scaling Up Quantization-Aware Neural Architecture Search for Efficient Deep Learning on the Edge Yao Lu Hiram Rayo Torres Rodriguez Sebastian Vogel Nick Van De Waterlaat P. Jancura MQ 63 1 0 22 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 66 11 0 03 Jan 2024
DREAM: Debugging and Repairing AutoML Pipelines Xiaoyu Zhang Juan Zhai Shiqing Ma Chao Shen 71 1 0 31 Dec 2023
Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective Lingchen Sun Jiejing Liang Shuai Liu Hongwei Yong Lei Zhang 84 6 0 24 Dec 2023
Weight-Entanglement Meets Gradient-Based Neural Architecture Search R. Sukthanker Arjun Krishnakumar Mahmoud Safari Frank Hutter 78 4 0 16 Dec 2023
Building Variable-sized Models via Learngene Pool Boyu Shi Shiyu Xia Xu Yang Haokun Chen Zhi Kou Xin Geng 92 2 0 10 Dec 2023
How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS Predictor H. Loya Łukasz Dudziak Abhinav Mehrotra Royson Lee Javier Fernandez-Marques Nicholas D. Lane Hongkai Wen OOD 90 0 0 30 Nov 2023
Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices Huancheng Chen H. Vikalo FedML MQ 114 7 0 29 Nov 2023
Efficient Stitchable Task Adaptation Haoyu He Zizheng Pan Jing Liu Jianfei Cai Bohan Zhuang 108 3 0 29 Nov 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
MetaMix: Meta-state Precision Searcher for Mixed-precision Activation Quantization Han-Byul Kim Joo Hyung Lee Sungjoo Yoo Hong-Seok Kim MQ 54 3 0 12 Nov 2023
Lightweight Diffusion Models with Distillation-Based Block Neural Architecture Search Siao Tang Xin Wang Hong Chen Chaoyu Guan Yansong Tang Wenwu Zhu 48 3 0 08 Nov 2023
MathNAS: If Blocks Have a Role in Mathematical Architecture Design Qinsi Wang Jinghan Ke Zhi Liang Sihai Zhang 53 0 0 08 Nov 2023
Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric Nilotpal Sinha Abd El Rahman Shabayek Anis Kacem Peyman Rostami Carl Shneider Djamila Aouada 102 4 0 07 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 54 1 0 07 Nov 2023
TinyFormer: Efficient Transformer Design and Deployment on Tiny Devices Jianlei Yang Jiacheng Liao Fanding Lei Meichen Liu Junyi Chen Lingkun Long Han Wan Bei Yu Weisheng Zhao MoE 133 2 0 03 Nov 2023
Farthest Greedy Path Sampling for Two-shot Recommender Search Yufan Cao Tunhou Zhang W. Wen Feng Yan Hai Helen Li Yiran Chen 43 0 0 31 Oct 2023
LLM Performance Predictors are good initializers for Architecture Search Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan Dujian Ding LRM 126 20 0 25 Oct 2023
Fairer and More Accurate Tabular Models Through NAS Richeek Das Samuel Dooley 75 5 0 18 Oct 2023
ASP: Automatic Selection of Proxy dataset for efficient AutoML Peng Yao Chao Liao Jiyuan Jia Jianchao Tan Bin Chen Chengru Song Di Zhang 52 3 0 17 Oct 2023
TS-ENAS:Two-Stage Evolution for Cell-based Network Architecture Search Juan Zou Shenghong Wu Yizhang Xia Weiwei Jiang Zeping Wu Jinhua Zheng 3DV 53 0 0 14 Oct 2023
QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models Jing Liu Ruihao Gong Xiuying Wei Zhiwei Dong Jianfei Cai Bohan Zhuang MQ 79 53 0 12 Oct 2023
DiffNAS: Bootstrapping Diffusion Models by Prompting for Better Architectures Wenhao Li Xiu Su Shan You Fei Wang Chao Qian Chang Xu 92 7 0 07 Oct 2023
Data Upcycling Knowledge Distillation for Image Super-Resolution Yun-feng Zhang Wei Li Simiao Li Hanting Chen Zhaopeng Tu Wenjun Wang Bingyi Jing Hai-lin Wang Jie Hu 67 3 0 25 Sep 2023
AutoDiffusion: Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model Acceleration Lijiang Li Huixia Li Xiawu Zheng Jie Wu Xuefeng Xiao Rui Wang Min Zheng Xin Pan Chia-Wen Lin Rongrong Ji 150 42 0 19 Sep 2023
Brain-inspired Evolutionary Architectures for Spiking Neural Networks Wenxuan Pan Feifei Zhao Zhuoya Zhao Yi Zeng 88 3 0 11 Sep 2023
ICDARTS: Improving the Stability and Performance of Cyclic DARTS Emily Herron Derek C. Rose Steven R. Young 41 0 0 01 Sep 2023
InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning S. N. Sridhar Souvik Kundu Sairam Sundaresan Maciej Szankin Anthony Sarah 46 3 0 29 Aug 2023
Generative Model for Models: Rapid DNN Customization for Diverse Tasks and Resource Constraints Wenxing Xu Yuanchun Li Jiacheng Liu Yiyou Sun Zhengyang Cao Yixuan Li Hao Wen Yunxin Liu 91 1 0 29 Aug 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 125 20 0 27 Aug 2023
GrowCLIP: Data-aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-training Xi Deng Han Shi Runhu Huang Changlin Li Hang Xu Jianhua Han James T. Kwok Shen Zhao Wei Zhang Xiaodan Liang CLIP VLM 83 3 0 22 Aug 2023
EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization Peijie Dong Lujun Li Zimian Wei Xin-Yi Niu Zhiliang Tian H. Pan MQ 74 31 0 20 Jul 2023
Divert More Attention to Vision-Language Object Tracking Mingzhe Guo Zhipeng Zhang Li Jing Haibin Ling Heng Fan VLM 87 5 0 19 Jul 2023
Long-range Meta-path Search on Large-scale Heterogeneous Graphs Chao Li Zijie Guo Qiuting He Hao Xu Kun He 82 3 0 17 Jul 2023
ShiftNAS: Improving One-shot NAS via Probability Shift Mingyang Zhang Xinyi Yu Haodong Zhao Linlin Ou 93 6 0 17 Jul 2023