Guangxing Han

About Guangxing Han

Guangxing Han, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Computer Vision, Deep Learning, Multimedia, Few-Shot Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Mitigating Dialogue Hallucination for Large Multi-modal Models via Adversarial Instruction Tuning

Wording Image for Domain-Invariant Representation in Domain Generalization

Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model

Adaptable Automated Interpretation of Rapid Diagnostic Tests Using Self-Supervised Learning and Few-Shot Learning

One-Shot Unsupervised Cross-Domain Person Re-Identification

Rapidly adaptable automated interpretation of point-of-care COVID-19 diagnostics

Digeo: Discriminative geometry-aware learning for generalized few-shot object detection

Supervised masked knowledge distillation for few-shot transformers

Guangxing Han Information

University

Position

___

Citations(all)

632

Citations(since 2020)

624

Cited By

48

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Guangxing Han Skills & Research Interests

Computer Vision

Deep Learning

Multimedia

Few-Shot Learning

Top articles of Guangxing Han

Mitigating Dialogue Hallucination for Large Multi-modal Models via Adversarial Instruction Tuning

arXiv preprint arXiv:2403.10492

2024/3/15

Dongmin Park
Dongmin Park

H-Index: 2

Guangxing Han
Guangxing Han

H-Index: 4

Wording Image for Domain-Invariant Representation in Domain Generalization

2024

Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

2024

Adaptable Automated Interpretation of Rapid Diagnostic Tests Using Self-Supervised Learning and Few-Shot Learning

2022/4/14

One-Shot Unsupervised Cross-Domain Person Re-Identification

IEEE Transactions on Circuits and Systems for Video Technology

2023/7/7

Guangxing Han
Guangxing Han

H-Index: 4

Xuan Zhang
Xuan Zhang

H-Index: 2

Rapidly adaptable automated interpretation of point-of-care COVID-19 diagnostics

Communications Medicine

2023/6/23

Digeo: Discriminative geometry-aware learning for generalized few-shot object detection

2023

Supervised masked knowledge distillation for few-shot transformers

2023

TempCLR: Temporal Alignment Representation with Contrastive Learning

arXiv preprint arXiv:2212.13738

2022/12/28

Few-shot end-to-end object detection via constantly concentrated encoding across heads

2022/10/23

Guangxing Han
Guangxing Han

H-Index: 4

Shih-Fu Chang
Shih-Fu Chang

H-Index: 68

Explicit image caption editing

European Conference on Computer Vision (ECCV), 2022

2022/10/23

Meta faster r-cnn: Towards accurate few-shot object detection with attentive feature alignment

Proceedings of the AAAI Conference on Artificial Intelligence

2022/6/28

Guangxing Han
Guangxing Han

H-Index: 4

Shih-Fu Chang
Shih-Fu Chang

H-Index: 68

Multi-Modal Few-Shot Object Detection with Meta-Learning-Based Cross-Modal Prompting

arXiv preprint arXiv:2204.07841

2022/4/16

The met dataset: Instance-level recognition for artworks

2021/8/29

Few-shot object detection with fully cross-transformer

2022

Task-adaptive negative envision for few-shot open-set recognition

2022

Guangxing Han
Guangxing Han

H-Index: 4

Shih-Fu Chang
Shih-Fu Chang

H-Index: 68

SafeSwab, a sample collection and dispensing device for near-patient testing

medRxiv

2021/8/22

Query adaptive few-shot object detection with heterogeneous graph convolutional networks

2021

Guangxing Han
Guangxing Han

H-Index: 4

Shih-Fu Chang
Shih-Fu Chang

H-Index: 68

Partner-assisted learning for few-shot image classification

2021

See List of Professors in Guangxing Han University(Tsinghua University)

Co-Authors

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