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GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning

19 April 2018

Siyu Huang

Xi Li

Zhi-Qi Cheng

Zhongfei Zhang

Alexander G. Hauptmann

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Papers citing "GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning"

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Title
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning Yuxiang Lu Shengcao Cao Yu-Xiong Wang 124 1 0 18 Oct 2024
AutoFlow: Automated Workflow Generation for Large Language Model Agents Zelong Li Shuyuan Xu Kai Mei Wenyue Hua Balaji Rama Om Raheja Hao Wang He Zhu Yongfeng Zhang AIFin AI4CE LLMAG 98 19 0 01 Jul 2024
Pedestrian Attribute Recognition via CLIP based Prompt Vision-Language Fusion Tianlin Li Jiandong Jin Chenglong Li Jin Tang Cheng Zhang Wei Wang VLM 70 16 0 17 Dec 2023
MAS: Towards Resource-Efficient Federated Multiple-Task Learning Weiming Zhuang Yonggang Wen Lingjuan Lyu Shuai Zhang FedML 69 16 0 21 Jul 2023
STG-MTL: Scalable Task Grouping for Multi-Task Learning Using Data Map Ammar Sherif Abubakar Abid M. Elattar Mohamed ElHelw 125 3 0 07 Jul 2023
KeyPosS: Plug-and-Play Facial Landmark Detection through GPS-Inspired True-Range Multilateration Xueting Bao Zhi-Qi Cheng Ju He Chenyang Li Wangmeng Xiang ... Han Liu Wen Liu Bin Luo Yifeng Geng Xuansong Xie CVBM 60 3 0 25 May 2023
Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning Wenjin Wang Yunqing Hu Qianglong Chen Yin Zhang CLL 103 13 0 11 Apr 2023
DAMO-StreamNet: Optimizing Streaming Perception in Autonomous Driving Ju He Zhi-Qi Cheng Chenyang Li Wangmeng Xiang Binghui Chen Bin Luo Yifeng Geng Xuansong Xie AI4CE 94 20 0 30 Mar 2023
GSRFormer: Grounded Situation Recognition Transformer with Alternate Semantic Attention Refinement Zhi-Qi Cheng Qianwen Dai Siyao Li Teruko Mitamura Alexander G. Hauptmann 66 37 0 18 Aug 2022
Label2Label: A Language Modeling Framework for Multi-Attribute Learning Wanhua Li Zhexuan Cao Jianjiang Feng Jie Zhou Jiwen Lu VLM 99 27 0 18 Jul 2022
Smart Multi-tenant Federated Learning Weiming Zhuang Yonggang Wen Shuai Zhang FedML 93 2 0 09 Jul 2022
AutoLossGen: Automatic Loss Function Generation for Recommender Systems Zelong Li Jianchao Ji Yingqiang Ge Yongfeng Zhang OffRL 58 25 0 27 Apr 2022
Efficiently Identifying Task Groupings for Multi-Task Learning Christopher Fifty Ehsan Amid Zhe Zhao Tianhe Yu Rohan Anil Chelsea Finn 301 258 1 10 Sep 2021
Tasks Structure Regularization in Multi-Task Learning for Improving Facial Attribute Prediction Fariborz Taherkhani Ali Dabouei Sobhan Soleymani J. Dawson Nasser M. Nasrabadi CVBM 54 4 0 29 Jul 2021
Improving Facial Attribute Recognition by Group and Graph Learning Zhenghao Chen Shuhang Gu Feng Zhu Jing Xu Rui Zhao CVBM 136 10 0 28 May 2021
Measuring and Harnessing Transference in Multi-Task Learning Christopher Fifty Ehsan Amid Zhe Zhao Tianhe Yu Rohan Anil Chelsea Finn 95 15 0 29 Oct 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 97 111 0 04 Aug 2020
Learning to Branch for Multi-Task Learning Pengsheng Guo Chen-Yu Lee Daniel Ulbricht 100 179 0 02 Jun 2020
Multi-Task Learning for Dense Prediction Tasks: A Survey Simon Vandenhende Stamatios Georgoulis Wouter Van Gansbeke Marc Proesmans Dengxin Dai Luc Van Gool CVBM 71 73 0 28 Apr 2020
Deep Multi-task Multi-label CNN for Effective Facial Attribute Classification Longbiao Mao Y. Yan Jing-Hao Xue Hanzi Wang CVBM 52 52 0 10 Feb 2020
SGAS: Sequential Greedy Architecture Search Ge Li Guocheng Qian Itzel C. Delgadillo Matthias Muller Ali K. Thabet Guohao Li 3DPC 75 188 0 30 Nov 2019
Improving the Learning of Multi-column Convolutional Neural Network for Crowd Counting Zhi-Qi Cheng Jun-Xiu Li Qi Dai Xiao-Jun Wu Jun-Yan He Alexander G. Hauptmann SSL 66 88 0 17 Sep 2019
Learning Task Relatedness in Multi-Task Learning for Images in Context Gjorgji Strezoski Nanne van Noord Marcel Worring 131 22 0 05 Apr 2019
Branched Multi-Task Networks: Deciding What Layers To Share Simon Vandenhende Stamatios Georgoulis Bert De Brabandere Luc Van Gool 124 145 0 05 Apr 2019
A Novel Multi-Task Tensor Correlation Neural Network for Facial Attribute Prediction Mingxing Duan KenLi Li Qi Tian CVBM 52 58 0 09 Apr 2018