GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet

25 March 2020

Papers citing "GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet"

50 / 86 papers shown

Title
Subnet-Aware Dynamic Supernet Training for Neural Architecture Search Jeimin Jeon Youngmin Oh J. Lee Donghyeon Baek Dohyung Kim Chanho Eom Bumsub Ham 46 0 0 13 Mar 2025
Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers Zhengang Li Alec Lu Yanyue Xie Zhenglun Kong Mengshu Sun ... Peiyan Dong Caiwen Ding Yanzhi Wang Xue Lin Zhenman Fang 26 5 0 25 Jul 2024
SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model Zhengang Li Yan Kang Yuchen Liu Difan Liu Tobias Hinz Feng Liu Yanzhi Wang DiffM 21 1 0 31 May 2024
Diverse and Tailored Image Generation for Zero-shot Multi-label Classification Kai Zhang Zhixiang Yuan Tao Huang VLM 29 4 0 04 Apr 2024
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 25 4 0 18 Mar 2024
LocalMamba: Visual State Space Model with Windowed Selective Scan Tao Huang Xiaohuan Pei Shan You Fei-Yue Wang Chao Qian Chang Xu Mamba 37 138 0 14 Mar 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 19 0 0 21 Feb 2024
AdaNAS: Adaptively Post-processing with Self-supervised Neural Architecture Search for Ensemble Rainfall Forecasts Yingpeng Wen Weijiang Yu Fudan Zheng Dan Huang Nong Xiao 20 1 0 26 Dec 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 26 20 0 27 Aug 2023
ShiftNAS: Improving One-shot NAS via Probability Shift Mingyang Zhang Xinyi Yu Haodong Zhao Linlin Ou 25 5 0 17 Jul 2023
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search Bhavna Gopal Arjun Sridhar Tunhou Zhang Yiran Chen 16 3 0 06 Jul 2023
Review helps learn better: Temporal Supervised Knowledge Distillation Dongwei Wang Zhi-Long Han Yanmei Wang Xi’ai Chen Baicheng Liu Yandong Tang 49 1 0 03 Jul 2023
Balanced Mixture of SuperNets for Learning the CNN Pooling Architecture Mehraveh Javan Matthew Toews M. Pedersoli 31 1 0 21 Jun 2023
LayerNAS: Neural Architecture Search in Polynomial Complexity Yicheng Fan Dana Alon Jingyue Shen Daiyi Peng Keshav Kumar Yun Long Xin Wang Fotis Iliopoulos Da-Cheng Juan Erik Vee 15 2 0 23 Apr 2023
Can GPT-4 Perform Neural Architecture Search? Mingkai Zheng Xiu Su Shan You Fei Wang Chao Qian Chang Xu Samuel Albanie ELM 34 57 0 21 Apr 2023
DetOFA: Efficient Training of Once-for-All Networks for Object Detection Using Path Filter Yuiko Sakuma Masato Ishii T. Narihira 28 2 0 23 Mar 2023
Efficient Evaluation Methods for Neural Architecture Search: A Survey Xiangning Xie Xiaotian Song Zeqiong Lv Gary G. Yen Weiping Ding Y. Sun 24 12 0 14 Jan 2023
Pruning Compact ConvNets for Efficient Inference Sayan Ghosh Karthik Prasad Xiaoliang Dai Peizhao Zhang Bichen Wu Graham Cormode Peter Vajda VLM 13 4 0 11 Jan 2023
FocusFormer: Focusing on What We Need via Architecture Sampler Jing Liu Jianfei Cai Bohan Zhuang 27 7 0 23 Aug 2022
Efficient Search of Multiple Neural Architectures with Different Complexities via Importance Sampling Yuhei Noda Shota Saito Shinichi Shirakawa 11 1 0 21 Jul 2022
The Lottery Ticket Hypothesis for Self-attention in Convolutional Neural Network Zhongzhan Huang Senwei Liang Mingfu Liang Wei He Haizhao Yang Liang Lin 9 9 0 16 Jul 2022
ScaleNet: Searching for the Model to Scale Jiyang Xie Xiu Su Shan You Zhanyu Ma Fei Wang Chao Qian 23 5 0 15 Jul 2022
LightViT: Towards Light-Weight Convolution-Free Vision Transformers Tao Huang Lang Huang Shan You Fei Wang Chao Qian Chang Xu ViT 17 55 0 12 Jul 2022
Knowledge Distillation from A Stronger Teacher Tao Huang Shan You Fei Wang Chao Qian Chang Xu 17 235 0 21 May 2022
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks Haoran You Baopu Li Huihong Shi Y. Fu Yingyan Lin 39 17 0 17 May 2022
When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search Guocheng Qian Xuanyang Zhang G. Li Chen Zhao Yukang Chen X. Zhang Bernard Ghanem Jian-jun Sun 37 4 0 11 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 30 2 0 08 Apr 2022
Searching for Network Width with Bilaterally Coupled Network Xiu Su Shan You Jiyang Xie Fei Wang Chao Qian Changshui Zhang Chang Xu 12 6 0 25 Mar 2022
DyRep: Bootstrapping Training with Dynamic Re-parameterization Tao Huang Shan You Bohan Zhang Yuxuan Du Fei Wang Chao Qian Chang Xu 25 26 0 24 Mar 2022
SimMatch: Semi-supervised Learning with Similarity Matching Mingkai Zheng Shan You Lang Huang Fei Wang Chao Qian Chang Xu 30 169 0 14 Mar 2022
WPNAS: Neural Architecture Search by jointly using Weight Sharing and Predictor Ke Lin A. Yong Zhuoxin Gan Yingying Jiang 11 0 0 04 Mar 2022
Relational Surrogate Loss Learning Tao Huang Zekang Li Hua Lu Yong Shan Shusheng Yang Yang Feng Fei Wang Shan You Chang Xu 11 5 0 26 Feb 2022
AutoSNN: Towards Energy-Efficient Spiking Neural Networks Byunggook Na J. Mok Seongsik Park Dongjin Lee Hyeokjun Choe Sungroh Yoon 45 63 0 30 Jan 2022
HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet Cheng-Fang Peng Andriy Myronenko Ali Hatamizadeh V. Nath M. R. Siddiquee Yufan He Daguang Xu Ramalingam Chellappa Dong Yang SSeg 20 21 0 20 Dec 2021
Training BatchNorm Only in Neural Architecture Search and Beyond Yichen Zhu Jie Du Yuqin Zhu Yi Wang Zhicai Ou Feifei Feng Jian Tang 26 1 0 01 Dec 2021
Searching the Search Space of Vision Transformer Minghao Chen Kan Wu Bolin Ni Houwen Peng Bei Liu Jianlong Fu Hongyang Chao Haibin Ling ViT 19 52 0 29 Nov 2021
KNAS: Green Neural Architecture Search Jingjing Xu Liang Zhao Junyang Lin Rundong Gao Xu Sun Hongxia Yang 17 55 0 26 Nov 2021
GreedyNASv2: Greedier Search with a Greedy Path Filter Tao Huang Shan You Fei-Yue Wang Chao Qian Changshui Zhang Xiaogang Wang Chang Xu 15 18 0 24 Nov 2021
NAS-Bench-x11 and the Power of Learning Curves Shen Yan Colin White Yash Savani Frank Hutter 19 28 0 05 Nov 2021
Weakly Supervised Contrastive Learning Mingkai Zheng Fei-Yue Wang Shan You Chao Qian Changshui Zhang Xiaogang Wang Chang Xu SSL 29 120 0 10 Oct 2021
BN-NAS: Neural Architecture Search with Batch Normalization Boyu Chen Peixia Li Baopu Li Chen Lin Chuming Li Ming-hui Sun Junjie Yan Wanli Ouyang 16 30 0 16 Aug 2021
Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures H. Roth Dong Yang Wenqi Li Andriy Myronenko Wentao Zhu Ziyue Xu Xiaosong Wang Daguang Xu FedML 26 24 0 16 Jul 2021
Differentiable Architecture Pruning for Transfer Learning Nicolo Colombo Yang Gao 8 2 0 07 Jul 2021
Integrating Large Circular Kernels into CNNs through Neural Architecture Search Kun He Chao Li Yixiao Yang Gao Huang J. Hopcroft 20 10 0 06 Jul 2021
AdaXpert: Adapting Neural Architecture for Growing Data Shuaicheng Niu Jiaxiang Wu Guanghui Xu Yifan Zhang Yong Guo P. Zhao Peng Wang Mingkui Tan 18 14 0 01 Jul 2021
ViTAS: Vision Transformer Architecture Search Xiu Su Shan You Jiyang Xie Mingkai Zheng Fei-Yue Wang Chao Qian Changshui Zhang Xiaogang Wang Chang Xu ViT 16 54 0 25 Jun 2021
Zero-Cost Operation Scoring in Differentiable Architecture Search Li Xiang L. Dudziak Mohamed S. Abdelfattah Thomas C. P. Chau Nicholas D. Lane Hongkai Wen 11 5 0 12 Jun 2021
HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers Mingyu Ding Xiaochen Lian Linjie Yang Peng Wang Xiaojie Jin Zhiwu Lu Ping Luo ViT 22 59 0 11 Jun 2021
K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets Xiu Su Shan You Mingkai Zheng Fei-Yue Wang Chao Qian Changshui Zhang Chang Xu 14 31 0 11 Jun 2021
BCNet: Searching for Network Width with Bilaterally Coupled Network Xiu Su Shan You Fei-Yue Wang Chao Qian Changshui Zhang Chang Xu 50 34 0 21 May 2021