PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search

12 July 2019

Guo-Jun Qi

Papers citing "PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search"

50 / 331 papers shown

Title
Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks Chao Li Hao Xu Kun He 25 10 0 27 Nov 2022
NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension Xin He Jiangchao Yao Yuxin Wang Zhenheng Tang Ka Chu Cheung Simon See Bo Han X. Chu 19 9 0 23 Nov 2022
$α$ DARTS Once More: Enhancing Differentiable Architecture Search by Masked Image Modeling Bicheng Guo Shuxuan Guo Miaojing Shi Peng Cheng Shibo He Jiming Chen Kaicheng Yu 24 2 0 18 Nov 2022
Revisiting Training-free NAS Metrics: An Efficient Training-based Method Taojiannan Yang Linjie Yang Xiaojie Jin Chong Chen 11 7 0 16 Nov 2022
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars Simon Schrodi Daniel Stoll Binxin Ru R. Sukthanker Thomas Brox Frank Hutter 45 4 0 03 Nov 2022
Speeding up NAS with Adaptive Subset Selection Vishak Prasad Colin White P. Jain Sibasis Nayak Ganesh Ramakrishnan BDL 21 5 0 02 Nov 2022
Automated Dominative Subspace Mining for Efficient Neural Architecture Search Yaofo Chen Yong Guo Daihai Liao Fanbing Lv Hengjie Song James Tin-Yau Kwok Mingkui Tan 39 4 0 31 Oct 2022
Efficient Automatic Machine Learning via Design Graphs Shirley Wu Jiaxuan You J. Leskovec Rex Ying GNN 19 1 0 21 Oct 2022
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition Samuel Dooley R. Sukthanker John P. Dickerson Colin White Frank Hutter Micah Goldblum CVBM 24 21 0 18 Oct 2022
Extensible Proxy for Efficient NAS Yuhong Li Jiajie Li Cong Han P. Li Jinjun Xiong De-huai Chen 18 1 0 17 Oct 2022
$Λ$ -DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells Sajad Movahedi Melika Adabinejad Ayyoob Imani Arezou Keshavarz Mostafa Dehghani A. Shakery Babak Nadjar Araabi 34 17 0 14 Oct 2022
DARTFormer: Finding The Best Type Of Attention Jason Brown Yiren Zhao Ilia Shumailov Robert D. Mullins 22 6 0 02 Oct 2022
Cross Task Neural Architecture Search for EEG Signal Classifications Yiqun Duan Zhen Wang Yi Li Jianhang Tang Yu-Kai Wang Chin-Teng Lin 21 3 0 01 Oct 2022
DARTSRepair: Core-failure-set Guided DARTS for Network Robustness to Common Corruptions Xuhong Ren Jianlang Chen Felix Juefei Xu Wanli Xue Qing Guo L. Ma Jianjun Zhao Shengyong Chen AAML OOD 26 11 0 21 Sep 2022
Differentiable Bilevel Programming for Stackelberg Congestion Games Jiayang Li Jiahao Yu Qianni Wang Boyi Liu Zhaoran Wang Y. Nie 31 14 0 15 Sep 2022
Generalization Properties of NAS under Activation and Skip Connection Search Zhenyu Zhu Fanghui Liu Grigorios G. Chrysos V. Cevher AI4CE 28 15 0 15 Sep 2022
Differentiable Architecture Search with Random Features Xuanyang Zhang Yonggang Li Xinming Zhang Yongtao Wang Jian Sun 28 10 0 18 Aug 2022
Partial Connection Based on Channel Attention for Differentiable Neural Architecture Search Yu Xue Jiafeng Qin 27 55 0 01 Aug 2022
Guided Evolutionary Neural Architecture Search With Efficient Performance Estimation Vasco Lopes Miguel Santos Bruno Degardin L. A. Alexandre 52 3 0 22 Jul 2022
Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture Jianwei Zhang Dong Li Lituan Wang Lei Zhang 28 2 0 21 Jul 2022
PASHA: Efficient HPO and NAS with Progressive Resource Allocation Ondrej Bohdal Lukas Balles Martin Wistuba Beyza Ermis Cédric Archambeau Giovanni Zappella 37 12 0 14 Jul 2022
Long-term Reproducibility for Neural Architecture Search David Towers M. Forshaw Amir Atapour-Abarghouei A. Mcgough 27 1 0 11 Jul 2022
Noisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics Suman Sapkota Binod Bhattarai 24 3 0 10 Jul 2022
Architecture Augmentation for Performance Predictor Based on Graph Isomorphism Xiangning Xie Yuqiao Liu Yanan Sun Mengjie Zhang Kay Chen Tan GNN AI4CE 25 2 0 03 Jul 2022
Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search Han Xiao Ziwei Wang Zhengbiao Zhu Jie Zhou Jiwen Lu TDI 22 37 0 20 Jun 2022
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks Shanghua Gao Zhong-Yu Li Qi Han Ming-Ming Cheng Liang Wang 32 34 0 14 Jun 2022
RT-DNAS: Real-time Constrained Differentiable Neural Architecture Search for 3D Cardiac Cine MRI Segmentation Qing Lu Xiaowei Xu Shunjie Dong Callie Hao Lei Yang Cheng Zhuo Yiyu Shi MedIm 22 4 0 08 Jun 2022
Towards Self-supervised and Weight-preserving Neural Architecture Search Zhuowei Li Yibo Gao Zhenzhou Zha Hu Zhiqiang Qing Xia Shaoting Zhang Dimitris N. Metaxas 27 4 0 08 Jun 2022
A Survey on Computationally Efficient Neural Architecture Search Shiqing Liu Haoyu Zhang Yaochu Jin 32 41 0 03 Jun 2022
Heat Source Layout Optimization Using Automatic Deep Learning Surrogate and Multimodal Neighborhood Search Algorithm Jialiang Sun Xiaohu Zheng W. Yao Xiaoya Zhang Weien Zhou Xiaoqian Chen 25 3 0 16 May 2022
Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis Wuyang Chen Wei Huang Xinyu Gong Boris Hanin Zhangyang Wang 30 7 0 11 May 2022
Local Stochastic Bilevel Optimization with Momentum-Based Variance Reduction Junyi Li Feihu Huang Heng-Chiao Huang FedML 22 27 0 03 May 2022
Automating Neural Architecture Design without Search Zixuan Liang Yanan Sun 3DV 23 0 0 21 Apr 2022
SpiderNet: Hybrid Differentiable-Evolutionary Architecture Search via Train-Free Metrics Rob Geada A. Mcgough 6 1 0 20 Apr 2022
Efficient Architecture Search for Diverse Tasks Jun Shen M. Khodak Ameet Talwalkar 30 31 0 15 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 31 1 0 13 Apr 2022
Enhancing the Robustness, Efficiency, and Diversity of Differentiable Architecture Search Chao Li Jia Ning Han Hu Kun He 13 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 40 2 0 08 Apr 2022
ShiftNAS: Towards Automatic Generation of Advanced Mulitplication-Less Neural Networks Xiaoxuan Lou Guowen Xu Kangjie Chen Guanlin Li Jiwei Li Tianwei Zhang OOD MQ 32 0 0 07 Apr 2022
Generalizing Few-Shot NAS with Gradient Matching Shou-Yong Hu Ruochen Wang Lanqing Hong Zhenguo Li Cho-Jui Hsieh Jiashi Feng 25 23 0 29 Mar 2022
Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training? J. Mok Byunggook Na Ji-Hoon Kim Dongyoon Han Sungroh Yoon AAML 42 23 0 28 Mar 2022
EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition Haiyang Sun Zheng Lian B. Liu Yong Li Guoying Zhao Cong Cai Jianhua Tao Hao Wu Yuan Cheng 19 6 0 25 Mar 2022
U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search A. C. Yüzügüler Nikolaos Dimitriadis P. Frossard 11 2 0 23 Mar 2022
EAutoDet: Efficient Architecture Search for Object Detection Xiaoxing Wang Jiale Lin Junchi Yan Juanping Zhao Xiaokang Yang 32 23 0 21 Mar 2022
Vision Transformer with Convolutions Architecture Search Haichao Zhang K. Hao Witold Pedrycz Lei Gao Xue-song Tang Bing Wei ViT 25 6 0 20 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 17 4 0 16 Mar 2022
On Redundancy and Diversity in Cell-based Neural Architecture Search Xingchen Wan Binxin Ru Pedro M. Esperancca Zhenguo Li 30 20 0 16 Mar 2022
Learning Where To Look -- Generative NAS is Surprisingly Efficient Jovita Lukasik Steffen Jung M. Keuper 27 15 0 16 Mar 2022
Towards Less Constrained Macro-Neural Architecture Search Vasco Lopes L. A. Alexandre 33 5 0 10 Mar 2022
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models Mojan Javaheripi Gustavo de Rosa Subhabrata Mukherjee S. Shah Tomasz Religa C. C. T. Mendes Sébastien Bubeck F. Koushanfar Debadeepta Dey 33 18 0 04 Mar 2022