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Books and Theses
- 2022
[b1]Yunshi Huang:
Bayesian inference for image deblurring at a large scale. (Inférence bayésienne pour la restauration d'images en grande dimension). Gustave Eiffel University, Champs-sur-Marne, France, 2022
Journal Articles
- 2023
- [j3]Yunshi Huang
, Emilie Chouzenoux, Víctor Elvira, Jean-Christophe Pesquet:
Efficient bayes inference in neural networks through adaptive importance sampling. J. Frankl. Inst. 360(16): 12125-12149 (2023) - [j2]Yunshi Huang, Emilie Chouzenoux, Jean-Christophe Pesquet:
Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution. IEEE Trans. Image Process. 32: 430-445 (2023) - 2021
- [j1]Yunshi Huang, Emilie Chouzenoux, Víctor Elvira:
Probabilistic Modeling and Inference for Sequential Space-Varying Blur Identification. IEEE Trans. Computational Imaging 7: 531-546 (2021)
Conference and Workshop Papers
- 2024
- [c5]Yunshi Huang, Fereshteh Shakeri, Jose Dolz, Malik Boudiaf, Houda Bahig, Ismail Ben Ayed:
LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP. CVPR 2024: 23773-23782 - [c4]Ségolène Martin, Yunshi Huang, Fereshteh Shakeri, Jean-Christophe Pesquet, Ismail Ben Ayed:
Transductive Zero-Shot and Few-Shot CLIP. CVPR 2024: 28816-28826 - [c3]Maxime Zanella, Fereshteh Shakeri, Yunshi Huang, Houda Bahig, Ismail Ben Ayed:
Boosting Vision-Language Models for Histopathology Classification: Predict All at Once. MedAGI@MICCAI 2024: 153-162 - [c2]Fereshteh Shakeri, Yunshi Huang, Julio Silva-Rodríguez, Houda Bahig, An Tang, Jose Dolz, Ismail Ben Ayed:
Few-Shot Adaptation of Medical Vision-Language Models. MICCAI (12) 2024: 553-563 - 2019
- [c1]Yunshi Huang, Emilie Chouzenoux, Víctor Elvira:
Particle Filtering for Online Space-Varying Blur Identification. CAMSAP 2019: 544-548
Informal and Other Publications
- 2024
- [i6]Yunshi Huang, Fereshteh Shakeri, Jose Dolz, Malik Boudiaf, Houda Bahig, Ismail Ben Ayed:
LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP. CoRR abs/2404.02285 (2024) - [i5]Ségolène Martin, Yunshi Huang, Fereshteh Shakeri, Jean-Christophe Pesquet, Ismail Ben Ayed:
Transductive Zero-Shot and Few-Shot CLIP. CoRR abs/2405.18437 (2024) - [i4]Maxime Zanella, Fereshteh Shakeri, Yunshi Huang, Houda Bahig, Ismail Ben Ayed:
Boosting Vision-Language Models for Histopathology Classification: Predict all at once. CoRR abs/2409.01883 (2024) - [i3]Fereshteh Shakeri, Yunshi Huang, Julio Silva-Rodríguez, Houda Bahig, An Tang, Jose Dolz, Ismail Ben Ayed:
Few-shot Adaptation of Medical Vision-Language Models. CoRR abs/2409.03868 (2024) - 2022
- [i2]Yunshi Huang, Emilie Chouzenoux, Victor Elvira, Jean-Christophe Pesquet:
Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling. CoRR abs/2210.00993 (2022) - 2021
- [i1]Yunshi Huang, Emilie Chouzenoux, Jean-Christophe Pesquet:
Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution. CoRR abs/2110.07202 (2021)
Coauthor Index
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