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
Inter-layer Transition in Neural Architecture Search Benteng Ma Jing Zhang Yong-quan Xia Dacheng Tao 34 4 0 30 Nov 2020
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation Xiaoxing Wang Xiangxiang Chu Yuda Fan Zhexi Zhang Bo-Wen Zhang Xiaokang Yang Junchi Yan 27 4 0 23 Nov 2020
Effective, Efficient and Robust Neural Architecture Search Zhixiong Yue Baijiong Lin Xiaonan Huang Yu Zhang AAML 31 19 0 19 Nov 2020
Stretchable Cells Help DARTS Search Better Tao Huang Shan You Yibo Yang Zhuozhuo Tu Fei Wang Chao Qian Changshui Zhang 11 0 0 18 Nov 2020
Effective Model Compression via Stage-wise Pruning Mingyang Zhang Xinyi Yu Jingtao Rong L. Ou SyDa 21 1 0 10 Nov 2020
Adaptive Linear Span Network for Object Skeleton Detection Chang-rui Liu Yunjie Tian Jianbin Jiao QiXiang Ye 39 25 0 08 Nov 2020
FDNAS: Improving Data Privacy and Model Diversity in AutoML Chunhui Zhang Yongyuan Liang Xiaoming Yuan Lei Cheng FedML 14 1 0 06 Nov 2020
NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing Zitong Yu Jun Wan Yunxiao Qin Xiaobai Li Stan Z. Li Guoying Zhao CVBM 14 200 0 03 Nov 2020
Self-supervised Representation Learning for Evolutionary Neural Architecture Search Chen Wei Yiping Tang Chuang Niu Haihong Hu Yue Wang Jimin Liang 21 21 0 31 Oct 2020
Learning Invariances in Neural Networks Gregory W. Benton Marc Finzi Pavel Izmailov A. Wilson 19 69 0 22 Oct 2020
G-DARTS-A: Groups of Channel Parallel Sampling with Attention Zhaowen Wang Wei Zhang Zhiming Wang 19 3 0 16 Oct 2020
How Does Supernet Help in Neural Architecture Search? Yuge Zhang Quanlu Zhang Yaming Yang 19 10 0 16 Oct 2020
Direct Federated Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta FedML 19 16 0 13 Oct 2020
Revisiting Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta 13 2 0 12 Oct 2020
DOTS: Decoupling Operation and Topology in Differentiable Architecture Search Yuchao Gu Li-Juan Wang Yun-Hai Liu Yi Yang Yu-Huan Wu Shao-Ping Lu Ming-Ming Cheng 35 48 0 02 Oct 2020
MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search Cristian Cioflan Radu Timofte 17 1 0 29 Sep 2020
Disentangled Neural Architecture Search Xinyue Zheng Peng Wang Qigang Wang Zhongchao Shi AI4CE 30 4 0 24 Sep 2020
MSR-DARTS: Minimum Stable Rank of Differentiable Architecture Search Kengo Machida Kuniaki Uto Koichi Shinoda Taiji Suzuki 17 0 0 19 Sep 2020
BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search Zixiang Ding Yaran Chen Nannan Li Dongbin Zhao 16 0 0 18 Sep 2020
DANCE: Differentiable Accelerator/Network Co-Exploration Kanghyun Choi Deokki Hong Hojae Yoon Joonsang Yu Youngsok Kim Jinho Lee 19 44 0 14 Sep 2020
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning Hao Tan Ran Cheng Shihua Huang Cheng He Changxiao Qiu Fan Yang Ping Luo OOD 8 40 0 14 Sep 2020
From Federated Learning to Federated Neural Architecture Search: A Survey Hangyu Zhu Haoyu Zhang Yaochu Jin FedML OOD AI4CE 14 146 0 12 Sep 2020
Understanding the wiring evolution in differentiable neural architecture search Sirui Xie Shou-Yong Hu Xinjiang Wang Chunxiao Liu Jianping Shi Xunying Liu Dahua Lin 4 9 0 02 Sep 2020
DARTS-: Robustly Stepping out of Performance Collapse Without Indicators Xiangxiang Chu Xiaoxing Wang Bo-Wen Zhang Shun Lu Xiaolin K. Wei Junchi Yan 14 161 0 02 Sep 2020
LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud Networks Guohao Li Mengmeng Xu Silvio Giancola Ali K. Thabet Guohao Li 3DPC 21 9 0 24 Aug 2020
Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks Arber Zela Julien N. Siems Lucas Zimmer Jovita Lukasik M. Keuper Frank Hutter 42 75 0 22 Aug 2020
Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition Zitong Yu Benjia Zhou Jun Wan Pichao Wang Haoyu Chen Xin Liu Stan Z. Li Guoying Zhao 3DPC 29 88 0 21 Aug 2020
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation Dewen Zeng Weiwen Jiang Tianchen Wang Xiaowei Xu Haiyun Yuan Meiping Huang Jian Zhuang Jiaxi Hu Yiyu Shi 14 8 0 17 Aug 2020
RARTS: An Efficient First-Order Relaxed Architecture Search Method Fanghui Xue Y. Qi Jack Xin 27 1 0 10 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 43 108 0 04 Aug 2020
HMCNAS: Neural Architecture Search using Hidden Markov Chains and Bayesian Optimization Vasco Lopes L. A. Alexandre BDL 11 0 0 31 Jul 2020
Neural Architecture Search as Sparse Supernet Yongpeng Wu Aoming Liu Zhiwu Huang Siwei Zhang Luc Van Gool 25 22 0 31 Jul 2020
What and Where: Learn to Plug Adapters via NAS for Multi-Domain Learning Hanbin Zhao Hao Zeng Xin Qin Yongjian Fu Haibo Wang Bourahla Omar Xi Li 25 18 0 24 Jul 2020
On Adversarial Robustness: A Neural Architecture Search perspective Chaitanya Devaguptapu Devansh Agarwal Gaurav Mittal Pulkit Gopalani V. Balasubramanian OOD AAML 12 33 0 16 Jul 2020
NASGEM: Neural Architecture Search via Graph Embedding Method Hsin-Pai Cheng Tunhou Zhang Yixing Zhang Shiyu Li Feng Liang Feng Yan Meng Li Vikas Chandra H. Li Yiran Chen GNN 29 19 0 08 Jul 2020
Discretization-Aware Architecture Search Yunjie Tian Chang-rui Liu Lingxi Xie Jianbin Jiao QiXiang Ye 12 31 0 07 Jul 2020
Theory-Inspired Path-Regularized Differential Network Architecture Search Pan Zhou Caiming Xiong R. Socher Guosheng Lin 4 55 0 30 Jun 2020
The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures Yawei Li Wen Li Martin Danelljan Kaicheng Zhang Shuhang Gu Luc Van Gool Radu Timofte 32 18 0 29 Jun 2020
Searching towards Class-Aware Generators for Conditional Generative Adversarial Networks P. Zhou Lingxi Xie Xiaopeng Zhang Bingbing Ni Qi Tian 11 12 0 25 Jun 2020
Cyclic Differentiable Architecture Search Hongyuan Yu Houwen Peng Yan Huang Jianlong Fu Hao Du Liang Wang Haibin Ling 3DPC 25 48 0 18 Jun 2020
DrNAS: Dirichlet Neural Architecture Search Xiangning Chen Ruochen Wang Minhao Cheng Xiaocheng Tang Cho-Jui Hsieh OOD 10 98 0 18 Jun 2020
Fine-Tuning DARTS for Image Classification M. Tanveer Muhammad Umar Karim Khan C. Kyung 31 49 0 16 Jun 2020
Neural Ensemble Search for Uncertainty Estimation and Dataset Shift Sheheryar Zaidi Arber Zela T. Elsken Chris Holmes Frank Hutter Yee Whye Teh OOD UQCV 18 71 0 15 Jun 2020
Multi-fidelity Neural Architecture Search with Knowledge Distillation I. Trofimov Nikita Klyuchnikov Mikhail Salnikov Alexander N. Filippov Evgeny Burnaev 32 15 0 15 Jun 2020
Bonsai-Net: One-Shot Neural Architecture Search via Differentiable Pruners Rob Geada D. Prangle A. Mcgough 3DPC 13 5 0 12 Jun 2020
Few-shot Neural Architecture Search Yiyang Zhao Linnan Wang Yuandong Tian Rodrigo Fonseca Tian Guo 23 90 0 11 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 48 653 0 01 Jun 2020
Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach J. H. Alves L. F. Oliveira 14 5 0 15 May 2020
Noisy Differentiable Architecture Search Xiangxiang Chu Bo-Wen Zhang 20 41 0 07 May 2020
AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement with Neural Searching Zitong Yu Xiaobai Li Xuesong Niu Jingang Shi Guoying Zhao 13 128 0 26 Apr 2020