| Jul 08, 2026 | I will be attending the ICML 2026 conference in Seoul, South Korea, from 8-14 July 2026. If you are attending the conference, please feel free to reach out to me via email or come say hello at our poster. I would be happy to meet and discuss potential collaborations or research ideas. |
| Jun 21, 2026 | I’m attending the Peyresq 26 summer school on Generative Models. A week-long event with lectures, tutorials, and discussions on the latest developments in generative modeling: diffusion models, flow matching and optimal transport. |
| Jun 20, 2026 | Our paper titled “A Morse-Bott Framework for Blind Inverse Problems Local Recovery Guarantees and the Failure of the MAP” has been accepted for publication in SIAM Journal on Imaging Sciences (SIIMS). |
| Apr 30, 2026 | Our paper titled “An analytic theory of convolutional neural network inverse problems solvers” has been accepted for publication in the proceedings of the International Conference on Machine Learning (ICML) 2026. |
| Apr 07, 2026 | Together with Andrew Wang, we will be presenting our library DeepInverse at the PyTorch Conference Europe 2026 in Paris on April 07, 2026. Please come and say hi if you are attending the conference! |
| Jan 04, 2026 | New pre-print titled “An analytic theory of convolutional neural network inverse problems solvers”. We derive an analytical theory of convolutional neural network (CNN) inverse problems solvers: under 2 structural constraints, we found analytical, interpretable, and closed-form solutions to the CNN inverse problems solvers. We validate our theory on a large class of CNN architectures and inverse problems. |
| Nov 05, 2025 | Our DeepInv library is now officially part of the Pytorch Ecosystem |
| Aug 04, 2025 | New pre-print titled “A Morse-Bott Framework for Blind Inverse Problems Local Recovery Guarantees and the Failure of the MAP”. We study the problem of blind deconvolution with state-of-the-art diffusion models as prior. |
| Mar 17, 2025 | Presenting the poster of our work on Blind Deconvolution in Optical Microscopy at IABM 2025 and giving talk at IRIT Seminar. |
| Nov 27, 2024 | Representing the DeepInv community to receive the Open Science Prize organized by the Ministère de l’enseignement supérieur et de la recherche. |
| Nov 24, 2024 | New pre-print titled “Comparing Plug-and-Play and Unrolled networks”. We review their similarities and differences in a Bayesian framework and relates each method to a statistical estimator. |
| Sep 27, 2024 | Participating in the DeepInv Hackathon at CIRM from 28-29 Nov. 2024. |
| Jun 16, 2024 | Our paper titled “DeepVibes: Correcting Micro-Vibrations in Satellite Imaging with Pushbroom Cameras” has been accepted to be published in IEEE Transactions on Geoscience and Remote Sensing. |