Papers citing 'A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions'

Title
Learning Deep Morphological Networks with Neural Architecture SearchPattern Recognition (Pattern Recogn.), 2021 Yufei Hu Nacim Belkhir Jesús Angulo Angela Yao Gianni Franchi AI4CE 115 25 0 14 Jun 2021
FEAR: A Simple Lightweight Method to Rank Architectures Debadeepta Dey Shital C. Shah Sébastien Bubeck OOD 176 4 0 07 Jun 2021
Event Classification with Multi-step Machine LearningEPJ Web of Conferences (EPJ Web Conf.), 2021 M. Saito T. Kishimoto Yuya Kaneta Taichi Itoh Yoshiaki Umeda J. Tanaka Y. Iiyama R. Sawada K. Terashi 42 1 0 04 Jun 2021
Quantum Embedding Search for Quantum Machine LearningIEEE Access (IEEE Access), 2021 N. Nguyen Kwang-Cheng Chen 140 36 0 25 May 2021
Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound Xin Yang Yuhao Huang Ruobing Huang Haoran Dou Rui Li ... Chaoyu Chen Yuanji Zhang Haixia Wang Yi Xiong Dong Ni 149 19 0 22 May 2021
Filter Distribution Templates in Convolutional Networks for Image Classification Tasks Ramon Izquierdo-Cordova Walterio W. Mayol-Cuevas VLM 104 1 0 28 Apr 2021
Attribute-Modulated Generative Meta Learning for Zero-Shot ClassificationIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Yun Yvonna Li Zhe Liu Lina Yao Can Wang VLM 258 30 0 22 Apr 2021
Towards Efficient Convolutional Network Models with Filter Distribution Templates Ramon Izquierdo-Cordova Walterio W. Mayol-Cuevas 95 2 0 17 Apr 2021
Thief, Beware of What Get You There: Towards Understanding Model Extraction Attack Xinyi Zhang Chengfang Fang Jie Shi MIACV MLAU SILM 174 19 0 13 Apr 2021
AutoLoss-Zero: Searching Loss Functions from Scratch for Generic TasksComputer Vision and Pattern Recognition (CVPR), 2021 Hao Li Tianwen Fu Jifeng Dai Jiaming Song Gao Huang Xizhou Zhu 231 31 0 25 Mar 2021
Dynamic Slimmable NetworkComputer Vision and Pattern Recognition (CVPR), 2021 Changlin Li Guangrun Wang Bing Wang Xiaodan Liang Zhihui Li Xiaojun Chang 183 169 0 24 Mar 2021
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearchIEEE International Conference on Computer Vision (ICCV), 2021 Changlin Li Tao Tang Guangrun Wang Jiefeng Peng Bing Wang Xiaodan Liang Xiaojun Chang ViT 355 120 0 23 Mar 2021
AutoSpace: Neural Architecture Search with Less Human InterferenceIEEE International Conference on Computer Vision (ICCV), 2021 Daquan Zhou Xiaojie Jin Xiaochen Lian Linjie Yang Yujing Xue Qibin Hou Jiashi Feng 107 10 0 22 Mar 2021
A Comprehensive Survey of Scene Graphs: Generation and ApplicationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Xiaojun Chang Pengzhen Ren Pengfei Xu Zhihui Li Xiaojiang Chen Alexander G. Hauptmann 3DV 389 286 0 17 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 133 5 0 17 Mar 2021
Task-Adaptive Neural Network Search with Meta-Contrastive LearningNeural Information Processing Systems (NeurIPS), 2021 Wonyong Jeong Hayeon Lee G. Park Eunyoung Hyung Jinheon Baek Sung Ju Hwang 222 13 0 02 Mar 2021
GradFreeBits: Gradient Free Bit Allocation for Dynamic Low Precision Neural Networks Ben Bodner G. B. Shalom Eran Treister MQ 167 2 0 18 Feb 2021
Adversarial Branch Architecture Search for Unsupervised Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Luc Robbiano Muhammad Rameez Ur Rahman Fabio Galasso Barbara Caputo Fabio Maria Carlucci 146 16 0 12 Feb 2021
Contrastive Embeddings for Neural Architectures Daniel Hesslow Iacopo Poli 136 4 0 08 Feb 2021
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image RecognitionIEEE International Conference on Computer Vision (ICCV), 2021 Ming Lin Pichao Wang Zhenhong Sun Hesen Chen Xiuyu Sun Qi Qian Hao Li Rong Jin 228 143 0 01 Feb 2021
AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile ApplicationsProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2021 Sicong Liu Bin Guo Ke Ma Zhiwen Yu Junzhao Du 135 9 0 28 Jan 2021
A Survey on Active Deep Learning: From Model-driven to Data-driven Peng Liu Lizhe Wang Guojin He Lei Zhao 218 17 0 25 Jan 2021
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning D. Kedziora Katarzyna Musial Bogdan Gabrys 220 18 0 23 Dec 2020
Inter-layer Transition in Neural Architecture SearchPattern Recognition (Pattern Recognit.), 2020 Benteng Ma Jing Zhang Yong-quan Xia Dacheng Tao 201 5 0 30 Nov 2020
Effective Model Compression via Stage-wise Pruning Mingyang Zhang Xinyi Yu Jingtao Rong L. Ou SyDa 233 1 0 10 Nov 2020
Hierarchical Neural Architecture Search for Deep Stereo MatchingNeural Information Processing Systems (NeurIPS), 2020 Xuelian Cheng Yiran Zhong Mehrtash Harandi Yuchao Dai Xiaojun Chang Tom Drummond Hongdong Li Zongyuan Ge 3DV 230 396 0 26 Oct 2020
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results Chunnan Wang Kaixin Zhang Hongzhi Wang Bozhou Chen GNN AI4TS 130 31 0 15 Oct 2020
A Survey of Deep Active LearningACM Computing Surveys (ACM CSUR), 2020 Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Brij B. Gupta Xiaojiang Chen Xin Wang 364 1,321 0 30 Aug 2020
Automated Machine Learning -- a brief review at the end of the early years Hugo Jair Escalante 249 31 0 19 Aug 2020
RARTS: An Efficient First-Order Relaxed Architecture Search MethodIEEE Access (IEEE Access), 2020 Fanghui Xue Y. Qi Jack Xin 108 4 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 351 117 0 04 Aug 2020
Searching Collaborative Agents for Multi-plane Localization in 3D UltrasoundInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Yuhao Huang Xin Yang Rui Li Jikuan Qian Xiaoqiong Huang ... Yuanji Zhang H. Luo Alejandro Frangi Yi Xiong Dong Ni 88 19 0 30 Jul 2020
Cyclic Differentiable Architecture Search Hongyuan Yu Houwen Peng Yan Huang Jianlong Fu Hao Du Liang Wang Haibin Ling 3DPC 235 56 0 18 Jun 2020
Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?Neural Information Processing Systems (NeurIPS), 2020 Shen Yan Yu Zheng Wei Ao Xiao Zeng Mi Zhang SSL AI4CE 273 117 0 12 Jun 2020
Parameter-Efficient Person Re-identification in the 3D Space Zhedong Zheng Nenggan Zheng Yi Yang 3DPC 269 70 0 08 Jun 2020
Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation Mingjie Li Fuyu Wang Xiaojun Chang Xiaodan Liang MedIm 197 127 0 06 Jun 2020
NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search Chen Wei Chuang Niu Yiping Tang Yue Wang Haihong Hu Jimin Liang 238 7 0 28 Mar 2020
Progressive Local Filter Pruning for Image Retrieval AccelerationIEEE transactions on multimedia (TMM), 2020 Xiaodong Wang Zhedong Zheng Yang He Fei Yan Zhi-qiang Zeng Yi Yang 166 46 0 24 Jan 2020
AutoML: A Survey of the State-of-the-ArtKnowledge-Based Systems (KBS), 2019 Xin He Kaiyong Zhao Xiaowen Chu 649 1,651 0 02 Aug 2019
Single MR Image Super-Resolution via Channel Splitting and Serial Fusion Network Xiaole Zhao Huali Zhang Hangfei Liu Yun Qin Zhang Tao Xueming Zou SupR 111 25 0 19 Jan 2019