v1v2v3v4 (latest)

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
FedorAS: Federated Architecture Search under system heterogeneity Łukasz Dudziak Stefanos Laskaridis Javier Fernandez-Marques FedML 113 7 0 22 Jun 2022
Slimmable Domain Adaptation Rang Meng Weijie Chen Shicai Yang Mingli Song Luojun Lin Di Xie Shiliang Pu Xinchao Wang Mingli Song Yueting Zhuang 70 12 0 14 Jun 2022
Improve Ranking Correlation of Super-net through Training Scheme from One-shot NAS to Few-shot NAS Jia-Wen Liu Kai Zhang Weitai Hu Qing Yang 50 2 0 13 Jun 2022
SDQ: Stochastic Differentiable Quantization with Mixed Precision Xijie Huang Zhiqiang Shen Shichao Li Zechun Liu Xianghong Hu Jeffry Wicaksana Eric P. Xing Kwang-Ting Cheng MQ 107 34 0 09 Jun 2022
A Survey on Computationally Efficient Neural Architecture Search Shiqing Liu Haoyu Zhang Yaochu Jin 90 44 0 03 Jun 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 72 125 0 29 May 2022
Incremental Learning with Differentiable Architecture and Forgetting Search James Smith Zachary Seymour Han-Pang Chiu OOD CLL AI4CE 90 4 0 19 May 2022
A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities Daniel Cummings Anthony Sarah S. N. Sridhar Maciej Szankin J. P. Muñoz Sairam Sundaresan 78 8 0 19 May 2022
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks Haoran You Baopu Li Huihong Shi Y. Fu Yingyan Lin 118 17 0 17 May 2022
A Collaboration Strategy in the Mining Pool for Proof-of-Neural-Architecture Consensus Boyang Albert Li Qing Lu Weiwen Jiang Taeho Jung Yiyu Shi 59 6 0 05 May 2022
Gait Recognition in the Wild: A Large-scale Benchmark and NAS-based Baseline Xianda Guo Zheng Zhu Tian Yang Beibei Lin Junjie Huang Jiankang Deng Guan Huang Jie Zhou Jiwen Lu CVBM 96 3 0 05 May 2022
UnrealNAS: Can We Search Neural Architectures with Unreal Data? Zhen Dong Kaichen Zhou Ge Li Qiang Zhou Mingfei Guo Guohao Li Kurt Keutzer Shanghang Zhang 50 0 0 04 May 2022
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation Yihan Wang Zhekai Zhang Han Cai Wei-Ming Chen Song Han 3DH 111 75 0 03 May 2022
PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution Zhijian Liu Haotian Tang Shengyu Zhao Kevin Shao Song Han 3DPC 72 40 0 25 Apr 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Chengyue Wu Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 107 115 0 25 Apr 2022
Does Interference Exist When Training a Once-For-All Network? Jordan Shipard Arnold Wiliem Clinton Fookes 29 0 0 20 Apr 2022
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets Chengrun Yang Gabriel Bender Hanxiao Liu Pieter-Jan Kindermans Madeleine Udell Yifeng Lu Quoc V. Le Da Huang LMTD 75 8 0 15 Apr 2022
HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images Jikuan Qian Rui Li Xin Yang Yuhao Huang Mingyuan Luo ... Wenhui Hong Ruobing Huang China Dong Ni Xining 44 10 0 14 Apr 2022
Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy Xinyi Yu Xiaowei Wang Jintao Rong Mingyang Zhang Linlin Ou 48 1 0 13 Apr 2022
When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search Guocheng Qian Xuanyang Zhang Ge Li Chen Zhao Yukang Chen Xinming Zhang Guohao Li Jian Sun 69 4 0 11 Apr 2022
SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems Xin Dong B. D. Salvo Meng Li Chiao Liu Zhongnan Qu H. T. Kung Ziyun Li 3DGS 69 20 0 10 Apr 2022
Enhancing the Robustness, Efficiency, and Diversity of Differentiable Architecture Search Chao Li Jia Ning Han Hu Kun He 23 1 0 10 Apr 2022
A Survey of Supernet Optimization and its Applications: Spatial and Temporal Optimization for Neural Architecture Search Stephen Cha Taehyeon Kim Hayeon Lee Se-Young Yun AI4CE 71 2 0 08 Apr 2022
Neural Architecture Search for Speech Emotion Recognition Xixin Wu Shoukang Hu Zhiyong Wu Xunying Liu Helen Meng 56 15 0 31 Mar 2022
Spatial-Temporal Parallel Transformer for Arm-Hand Dynamic Estimation Shuying Liu Wen-Xuan Wu Jiaxian Wu Yue-Hsun Lin 75 13 0 30 Mar 2022
Generalizing Few-Shot NAS with Gradient Matching Shou-Yong Hu Ruochen Wang Lanqing Hong Zhenguo Li Cho-Jui Hsieh Jiashi Feng 82 26 0 29 Mar 2022
Controllable Dynamic Multi-Task Architectures Dripta S. Raychaudhuri Yumin Suh S. Schulter Xiang Yu M. Faraki Amit K. Roy-Chowdhury Manmohan Chandraker 77 33 0 28 Mar 2022
Automated Progressive Learning for Efficient Training of Vision Transformers Changlin Li Bohan Zhuang Guangrun Wang Xiaodan Liang Xiaojun Chang Yi Yang 103 46 0 28 Mar 2022
Training-free Transformer Architecture Search Qinqin Zhou Kekai Sheng Xiawu Zheng Ke Li Xing Sun Yonghong Tian Jie Chen Rongrong Ji ViT 81 48 0 23 Mar 2022
Meta-Learning of NAS for Few-shot Learning in Medical Image Applications Viet-Khoa Vo-Ho Kashu Yamazaki Hieu T. Hoang Minh-Triet Tran Ngan Le 43 4 0 16 Mar 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding Xinming Zhang Yi Zhou Jungong Han Guiguang Ding Jian Sun VLM 151 554 0 13 Mar 2022
Training Protocol Matters: Towards Accurate Scene Text Recognition via Training Protocol Searching Xiaojie Chu Yongtao Wang Chunhua Shen Jingdong Chen Wei Chu 33 1 0 13 Mar 2022
Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond Tiange Xiang Chaoyi Zhang Xinyi Wang Yang Song Dongnan Liu Heng-Chiao Huang Weidong (Tom) Cai MedIm AI4CE SSeg 114 13 0 11 Mar 2022
Multi-trial Neural Architecture Search with Lottery Tickets Zimian Wei H. Pan Lujun Li Menglong Lu Xin-Yi Niu Peijie Dong Dongsheng Li ViT 70 0 0 08 Mar 2022
WPNAS: Neural Architecture Search by jointly using Weight Sharing and Predictor Ke Lin A. Yong Zhuoxin Gan Yingying Jiang 47 0 0 04 Mar 2022
$β$ -DARTS: Beta-Decay Regularization for Differentiable Architecture Search Peng Ye Baopu Li Yikang Li Tao Chen Jiayuan Fan Wanli Ouyang 69 105 0 03 Mar 2022
Accelerating Neural Architecture Exploration Across Modalities Using Genetic Algorithms Daniel Cummings S. N. Sridhar Anthony Sarah Maciej Szankin AI4CE 65 0 0 25 Feb 2022
Modern Augmented Reality: Applications, Trends, and Future Directions Shervin Minaee Xiaodan Liang Shuicheng Yan 87 25 0 18 Feb 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 66 19 0 15 Feb 2022
B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture Search Hyunghun Cho Jungwook Shin Wonjong Rhee 68 7 0 07 Feb 2022
SPDY: Accurate Pruning with Speedup Guarantees Elias Frantar Dan Alistarh 79 36 0 31 Jan 2022
AutoSNN: Towards Energy-Efficient Spiking Neural Networks Byunggook Na J. Mok Seongsik Park Dongjin Lee Hyeokjun Choe Sungroh Yoon 144 67 0 30 Jan 2022
Generalized Global Ranking-Aware Neural Architecture Ranker for Efficient Image Classifier Search Bicheng Guo Tao Chen Shibo He Haoyu Liu Lili Xu Peng Ye Jiming Chen 100 17 0 30 Jan 2022
DropNAS: Grouped Operation Dropout for Differentiable Architecture Search Weijun Hong Guilin Li Weinan Zhang Ruiming Tang Yunhe Wang Zhenguo Li Yong Yu OOD 108 55 0 27 Jan 2022
ASFD: Automatic and Scalable Face Detector Jian Li Bin Zhang Yabiao Wang Ying Tai Feiyue Huang Chengjie Wang Jilin Li Wenjiang Pei Yili Xia CVBM 112 45 0 26 Jan 2022
Neural Architecture Search for Spiking Neural Networks Youngeun Kim Yuhang Li Hyoungseob Park Yeshwanth Venkatesha Priyadarshini Panda 104 92 0 23 Jan 2022
Q-ViT: Fully Differentiable Quantization for Vision Transformer Zhexin Li Tong Yang Peisong Wang Jian Cheng ViT MQ 88 42 0 19 Jan 2022
UDC: Unified DNAS for Compressible TinyML Models Igor Fedorov Ramon Matas Hokchhay Tann Chu Zhou Matthew Mattina P. Whatmough AI4CE 73 14 0 15 Jan 2022
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks Shou-Yong Hu Xurong Xie Mingyu Cui Jiajun Deng Shansong Liu Jianwei Yu Mengzhe Geng Xunying Liu Helen Meng 99 27 0 08 Jan 2022
Automated Graph Machine Learning: Approaches, Libraries, Benchmarks and Directions Xin Wang Ziwei Zhang Haoyang Li Wenwu Zhu 122 2 0 04 Jan 2022