Yunshi Huang

According to our database, Yunshi Huang authored at least 10 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

TIM++: Transductive Information Maximization for Few-Shot CLIP.

Yingping Li, Yutong Zou, Yunshi Huang, Changzhe Jiao, Xinlin Wang, Shen Peng, Zhang Guo, Shuiping Gou

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2024

Boosting Vision-Language Models for Histopathology Classification: Predict All at Once.

Maxime Zanella, Fereshteh Shakeri, Yunshi Huang, Houda Bahig, Ismail Ben Ayed

Proceedings of the Foundation Models for General Medical AI, 2024

Few-Shot Adaptation of Medical Vision-Language Models.

Fereshteh Shakeri, Yunshi Huang, Julio Silva-Rodríguez, Houda Bahig, An Tang, Jose Dolz, Ismail Ben Ayed

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Transductive Zero-Shot and Few-Shot CLIP.

Ségolène Martin, Yunshi Huang, Fereshteh Shakeri, Jean-Christophe Pesquet, Ismail Ben Ayed

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP.

Yunshi Huang, Fereshteh Shakeri, Jose Dolz, Malik Boudiaf, Houda Bahig, Ismail Ben Ayed

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Efficient bayes inference in neural networks through adaptive importance sampling.

Yunshi Huang, Emilie Chouzenoux, Víctor Elvira, Jean-Christophe Pesquet

J. Frankl. Inst., November, 2023

Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution.

Yunshi Huang, Emilie Chouzenoux, Jean-Christophe Pesquet

IEEE Trans. Image Process., 2023

2022

Bayesian inference for image deblurring at a large scale. (Inférence bayésienne pour la restauration d'images en grande dimension).

Yunshi Huang

PhD thesis, 2022

2021

Probabilistic Modeling and Inference for Sequential Space-Varying Blur Identification.

Yunshi Huang, Emilie Chouzenoux, Víctor Elvira

IEEE Trans. Computational Imaging, 2021

2019

Particle Filtering for Online Space-Varying Blur Identification.

Yunshi Huang, Emilie Chouzenoux, Víctor Elvira

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019