Bingyi Kang - Concepedia

Concepedia

Author

Bingyi Kang

National University of Singapore ORCID

Also Known As

Bingyi Kang, Bingyi, Kang, Kang Bingyi, Kang, Bingyi, Zhou, Xiaowei

22

Publications

2.5K

Citations

13

H-Index

33

Concepts

All Affiliations

National University of Singapore Chinese Academy of Sciences Institute of Computing Technology

BK

About

Bingyi Kang is an author at National University of Singapore specializing in deep learning, engineering, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	12	2.4K
2	Computer Science	11	11	2.4K
3	Data Science	11	11	2.1K
4	Social Sciences	1	1	41
5	Cognitive Science	1	1	41

Bingyi Kang

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13

Publications

2.5K

Citations

13

H-Index

	Year	Citations
Few-Shot Object Detection via Feature Reweighting Bingyi Kang, Zhuang Liu, Xin Wang, Few-shot LearningDeep CnnConvolutional Neural NetworkMachine VisionImage Analysis	2019	776
Deep Long-Tailed Learning: A Survey Yifan Zhang, Bingyi Kang, Bryan Hooi, IEEE Transactions on Pattern Analysis and Machine Intelligence Convolutional Neural NetworkEngineeringMachine LearningImage ClassificationImage Analysis	2023	522
DeepViT: Towards Deeper Vision Transformer Daquan Zhou, Bingyi Kang, Xiaojie Jin, arXiv (Cornell University) Convolutional Neural NetworkMachine VisionImage AnalysisMachine LearningEngineering	2021	348
Overcoming Classifier Imbalance for Long-Tail Object Detection With Balanced Group Softmax Yu Li, Tao Wang, Bingyi Kang, Few-shot LearningConvolutional Neural NetworkMultiple Instance LearningClassifier ImbalanceMachine Learning	2020	267
Decoupling Representation and Classifier for Long-Tailed Recognition Bingyi Kang, Saining Xie, Marcus Rohrbach, arXiv (Cornell University) Few-shot LearningConvolutional Neural NetworkEngineeringMachine LearningBiometrics	2019	219
Exploring Balanced Feature Spaces for Representation Learning Bingyi Kang, Yu Li, Sa Xie, Artificial IntelligenceFew-shot LearningGeometric LearningMultiple Instance LearningEngineering	2021	84
Deep Long-Tailed Learning: A Survey Yifan Zhang, Bingyi Kang, Bryan Hooi, arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningImage ClassificationImage Analysis	2021	79
Refiner: Refining Self-attention for Vision Transformers Daquan Zhou, Yujun Shi, Bingyi Kang, arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningAttentionVision Transformers	2021	41
The Devil Is in Classification: A Simple Framework for Long-Tail Instance Segmentation Tao Wang, Li Yu, Bingyi Kang, Lecture notes in computer science	2020	35
Transferable Meta Learning Across Domains Bingyi Kang, Jiashi Feng Uncertainty in Artificial Intelligence Artificial IntelligenceNatural Language ProcessingFew-shot LearningMeta-learning (Computer Science)Engineering	2018	30

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