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Fast Neural Network Adaptation via Parameter Remapping and Architecture Search

International Conference on Learning Representations (ICLR), 2020

8 January 2020

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Papers citing "Fast Neural Network Adaptation via Parameter Remapping and Architecture Search"

25 / 25 papers shown

Learn to Explore: Meta NAS via Bayesian Optimization Guided Graph Generation

Zijun Sun

Yanning Shen

154

13 Aug 2025

Adversarial AutoMixup

Huafeng Qin

Xin Jin

347

19 Dec 2023

A Study on Knowledge Distillation from Weak Teacher for Scaling Up Pre-trained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023

216

26 May 2023

Visual TuningACM Computing Surveys (ACM Comput. Surv.), 2023

...

537

10 May 2023

Neural Architecture Search: Insights from 1000 Papers

Katharina Eggensperger

3DV AI4CE

515

210

20 Jan 2023

Breaking the Architecture Barrier: A Method for Efficient Knowledge Transfer Across Networks

Maciej A. Czyzewski

Daniel Nowak

Kamila Piechowiak

207

28 Dec 2022

Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic SegmentationIEEE Transactions on Artificial Intelligence (IEEE TAI), 2022

Ran Cheng

Fan Yang

276

14 Aug 2022

Neural Architecture Adaptation for Object Detection by Searching Channel Dimensions and Mapping Pre-trained ParametersInternational Conference on Pattern Recognition (ICPR), 2022

233

17 Jun 2022

Towards Efficient 3D Object Detection with Knowledge DistillationNeural Information Processing Systems (NeurIPS), 2022

Jihan Yang

Shaoshuai Shi

Runyu Ding

Zhe Wang

Xiaojuan Qi

435

30 May 2022

Privacy-preserving Online AutoML for Domain-Specific Face DetectionComputer Vision and Pattern Recognition (CVPR), 2022

Yuqing Yang

194

16 Mar 2022

Neural Architecture Search for Dense Prediction Tasks in Computer VisionInternational Journal of Computer Vision (IJCV), 2022

Thomas Brox

Abhinav Valada

Katharina Eggensperger

OOD

225

15 Feb 2022

KNAS: Green Neural Architecture SearchInternational Conference on Machine Learning (ICML), 2021

Hongxia Yang

227

26 Nov 2021

Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets

Hayeon Lee

Eunyoung Hyung

Sung Ju Hwang

320

02 Jul 2021

AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation

182

24 Jun 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

171

28 Jan 2021

Dynamic Normalization

Chuan Liu

Yi Gao

Jiancheng Lv

166

15 Jan 2021

ResizeMix: Mixing Data with Preserved Object Information and True Labels

491

21 Dec 2020

EfficientPose: Efficient Human Pose Estimation with Neural Architecture SearchComputational Visual Media (CVM), 2020

273

13 Dec 2020

Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap

...

484

122

04 Aug 2020

FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search

314

21 Jun 2020

A Comprehensive Survey of Neural Architecture Search: Challenges and SolutionsACM Computing Surveys (ACM CSUR), 2020

Pengzhen Ren

Yun Xiao

Xiaojun Chang

Po-Yao (Bernie) Huang

469

833

01 Jun 2020

Neural Architecture Generator OptimizationNeural Information Processing Systems (NeurIPS), 2020

Binxin Ru

P. Esperança

Fabio Maria Carlucci

397

03 Apr 2020

AutoML: A Survey of the State-of-the-ArtKnowledge-Based Systems (KBS), 2019

Xin He

Kaiyong Zhao

Xiaowen Chu

928

1,755

02 Aug 2019

Densely Connected Search Space for More Flexible Neural Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2019

382

136

23 Jun 2019

EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search

325

17 Jan 2019