Concepedia

Jindong Gu

JG

18

Publications

487

Citations

13

H-Index

2019

Active since

Affiliations

University of Oxford(Current)

Siemens (Germany)

Ludwig-Maximilians-Universität München

Munich Center for Machine Learning

Nanyang Technological University

Jindong Gu is an author at University of Oxford specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningComputer VisionImage AnalysisMachine VisionArtificial IntelligenceAdversarial Machine Learning

Publications per year

2019–2024

18

Publications

18

Improving the Robustness of Capsule Networks to Image Affine Transformations

Jindong Gu, Volker Tresp · 2020 · 66 citations

Geometric Learning, Convolutional Neural Network, Engineering +18

A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models

Jindong Gu, Zhen Han, Shuo Chen et al. · arXiv (Cornell University) · 2023 · 63 citations · Full text

Artificial Intelligence, Language Grounding, Engineering +29

FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning

Haokun Chen, Yao Zhang, Jindong Gu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 53 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

Backdoor Defense via Adaptively Splitting Poisoned Dataset

Kuofeng Gao, Yang Bai, Jindong Gu et al. · 2023 · 49 citations

Engineering, Machine Learning, Evasion Technique +17

Capsule Network is Not More Robust than Convolutional Network

Jindong Gu, Volker Tresp, Han Hu · 2021 · 40 citations

Image Classification, Convolutional Neural Network, Image Analysis +13

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