Yunshi Huang

According to our database, Yunshi Huang authored at least 9 papers between 2019 and 2024.

Collaborative distances:

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

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