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
NASOA: Towards Faster Task-oriented Online Fine-tuning with a Zoo of Models Hang Xu Ning Kang Gengwei Zhang Chuanlong Xie Xiaodan Liang Zhenguo Li OnRL 23 7 0 07 Aug 2021
Generic Neural Architecture Search via Regression Yuhong Li Cong Hao Pan Li Jinjun Xiong Deming Chen 34 27 0 04 Aug 2021
AdvRush: Searching for Adversarially Robust Neural Architectures J. Mok Byunggook Na Hyeokjun Choe Sungroh Yoon OOD AAML 22 44 0 03 Aug 2021
WAS-VTON: Warping Architecture Search for Virtual Try-on Network Zhenyu Xie Xujie Zhang Fuwei Zhao Haoye Dong Michael C. Kampffmeyer Haonan Yan Xiaodan Liang 14 29 0 01 Aug 2021
Multi-headed Neural Ensemble Search Ashwin Raaghav Narayanan Arber Zela Tonmoy Saikia Thomas Brox Frank Hutter UQCV 34 4 0 09 Jul 2021
Core-set Sampling for Efficient Neural Architecture Search Jaewoong Shim Kyeongbo Kong Suk-Ju Kang 140 23 0 08 Jul 2021
Integrating Large Circular Kernels into CNNs through Neural Architecture Search Kun He Chao Li Yixiao Yang Gao Huang J. Hopcroft 27 10 0 06 Jul 2021
Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets Hayeon Lee Eunyoung Hyung Sung Ju Hwang 40 43 0 02 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
AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation XueQing Deng Yi Zhu Yuxin Tian Shawn D. Newsam OOD 16 3 0 24 Jun 2021
Connection Sensitivity Matters for Training-free DARTS: From Architecture-Level Scoring to Operation-Level Sensitivity Analysis Miao Zhang Wei Huang Li Wang 26 1 0 22 Jun 2021
iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients Miao Zhang Steven W. Su Shirui Pan Xiaojun Chang Ehsan Abbasnejad Reza Haffari 24 68 0 21 Jun 2021
Sphynx: ReLU-Efficient Network Design for Private Inference Minsu Cho Zahra Ghodsi Brandon Reagen S. Garg C. Hegde 20 24 0 17 Jun 2021
HELP: Hardware-Adaptive Efficient Latency Prediction for NAS via Meta-Learning Hayeon Lee Sewoong Lee Song Chong Sung Ju Hwang 21 26 0 16 Jun 2021
Learning Deep Morphological Networks with Neural Architecture Search Yufei Hu Nacim Belkhir Jesús Angulo Angela Yao Gianni Franchi AI4CE 30 20 0 14 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 24 5 0 12 Jun 2021
K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets Xiu Su Shan You Mingkai Zheng Fei Wang Chao Qian Changshui Zhang Chang Xu 30 31 0 11 Jun 2021
Accelerating Neural Architecture Search via Proxy Data Byunggook Na J. Mok Hyeokjun Choe Sungroh Yoon 8 18 0 09 Jun 2021
Query Attack by Multi-Identity Surrogates Sizhe Chen Zhehao Huang Qinghua Tao X. Huang AAML 27 4 0 31 May 2021
Memory-Efficient Differentiable Transformer Architecture Search Yuekai Zhao Li Dong Yelong Shen Zhihua Zhang Furu Wei Weizhu Chen ViT 30 17 0 31 May 2021
FNAS: Uncertainty-Aware Fast Neural Architecture Search Jihao Liu Ming Zhang Yangting Sun B. Liu Guanglu Song Yu Liu Hongsheng Li 30 7 0 25 May 2021
Neighborhood-Aware Neural Architecture Search Xiaofang Wang Shengcao Cao Mengtian Li Kris M. Kitani 13 6 0 13 May 2021
Generalization Guarantees for Neural Architecture Search with Train-Validation Split Samet Oymak Mingchen Li Mahdi Soltanolkotabi AI4CE OOD 36 13 0 29 Apr 2021
Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search Kaicheng Yu René Ranftl Mathieu Salzmann OOD 16 18 0 12 Apr 2021
Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection W. Ge Michele Panariello J. Patino Massimiliano Todisco Nicholas W. D. Evans 3DPC 48 30 0 07 Apr 2021
One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking Minghao Chen Houwen Peng Jianlong Fu Haibin Ling 21 19 0 01 Apr 2021
RetrievalFuse: Neural 3D Scene Reconstruction with a Database Yawar Siddiqui Justus Thies Fangchang Ma Qi Shan Matthias Nießner Pawan Goyal 3DV 8 35 0 31 Mar 2021
Rethinking Neural Operations for Diverse Tasks Nicholas Roberts M. Khodak Tri Dao Liam Li Christopher Ré Ameet Talwalkar AI4CE 36 22 0 29 Mar 2021
Rethinking Graph Neural Architecture Search from Message-passing Shaofei Cai Liang Li Jincan Deng Beichen Zhang Zhengjun Zha Li Su Qingming Huang GNN AI4CE 17 53 0 26 Mar 2021
MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising Zexin Lu Wenjun Xia Yongqiang Huang Hongming Shan Hu Chen Jiliu Zhou Yan Zhang MedIm 23 23 0 24 Mar 2021
Fisher Task Distance and Its Application in Neural Architecture Search Cat P. Le Mohammadreza Soltani Juncheng Dong Vahid Tarokh FedML 24 8 0 23 Mar 2021
NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition Pengzhen Ren Gang Xiao Xiaojun Chang Yun Xiao Zhihui Li Xiaojiang Chen ViT 24 4 0 17 Mar 2021
Searching by Generating: Flexible and Efficient One-Shot NAS with Architecture Generator Sian-Yao Huang W. Chu 14 25 0 12 Mar 2021
Interleaving Learning, with Application to Neural Architecture Search Hao Ban P. Xie 22 2 0 12 Mar 2021
Learning by Teaching, with Application to Neural Architecture Search Parth Sheth Yueyu Jiang P. Xie 25 4 0 11 Mar 2021
Task-Adaptive Neural Network Search with Meta-Contrastive Learning Wonyong Jeong Hayeon Lee G. Park Eunyoung Hyung Jinheon Baek Sung Ju Hwang 21 9 0 02 Mar 2021
Improved Automated Machine Learning from Transfer Learning Cat P. Le Mohammadreza Soltani Robert J. Ravier Vahid Tarokh 11 5 0 27 Feb 2021
Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective Wuyang Chen Xinyu Gong Zhangyang Wang OOD 42 230 0 23 Feb 2021
Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition Benjia Zhou Yunan Li Jun Wan 3DH 29 27 0 10 Feb 2021
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition Ming Lin Pichao Wang Zhenhong Sun Hesen Chen Xiuyu Sun Qi Qian Hao Li Rong Jin 30 105 0 01 Feb 2021
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond Risheng Liu Jiaxin Gao Jin Zhang Deyu Meng Zhouchen Lin AI4CE 59 222 0 27 Jan 2021
Neural Architecture Search via Combinatorial Multi-Armed Bandit Hanxun Huang Xingjun Ma S. Erfani James Bailey 11 5 0 01 Jan 2021
Learning by Self-Explanation, with Application to Neural Architecture Search Ramtin Hosseini P. Xie 28 5 0 23 Dec 2020
Small-Group Learning, with Application to Neural Architecture Search Xuefeng Du P. Xie 6 3 0 23 Dec 2020
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces Bert Moons Parham Noorzad Andrii Skliar G. Mariani Dushyant Mehta Chris Lott Tijmen Blankevoort 145 43 0 16 Dec 2020
EfficientPose: Efficient Human Pose Estimation with Neural Architecture Search Wenqiang Zhang Jiemin Fang Xinggang Wang Wenyu Liu 3DH 19 46 0 13 Dec 2020
DSRNA: Differentiable Search of Robust Neural Architectures Ramtin Hosseini Xingyi Yang P. Xie OOD AAML 29 50 0 11 Dec 2020
Skillearn: Machine Learning Inspired by Humans' Learning Skills P. Xie Xuefeng Du Hao Ban 13 5 0 09 Dec 2020
Learning by Passing Tests, with Application to Neural Architecture Search Xuefeng Du Haochen Zhang P. Xie 18 4 0 30 Nov 2020
Optimizing the Neural Architecture of Reinforcement Learning Agents Nina Mazyavkina S. Moustafa I. Trofimov E. Burnaev AI4CE 12 4 0 30 Nov 2020