Tweedie Moment Projected Diffusions for Inverse Problems Benjamin Boys, Mark Girolami, Jakiw Pidstrigach, Sebastian Reich, Alan Mosca, Omer Deniz Akyildiz. Action editor: Jasper Snoek. openreview.net/forum?id=4unJi… #priors #inverse #diffusion

Why are there so many different methods for using diffusion models for inverse problems? 🤔 And how do these methods relate to each other? In this survey, we review more than 35 different methods and we attempt to unify them into common mathematical formulations.

I guess Sander Dieleman is not at #ECCV2024 but is anyone thinking of doing a similar thing at European Conference on Computer Vision #ECCV2024 this year? #DiffusionModels 👀

We need someone to spearhead this, c’mon people 😃

Congrats Ashesh on a wonderful poster presentation European Conference on Computer Vision #ECCV2024 BIC workshop 🎊🤩 #ECCV2024

Diffusion Models with Deterministic Normalizing Flow Priors Mohsen Zand, Ali Etemad, Michael Greenspan. Action editor: Jakub Tomczak. openreview.net/forum?id=ACMNV… #denoising #diffusion #priors

The first version of our survey is now on arXiv: arxiv.org/abs/2410.00083 Many people reached out with positive and constructive feedback. Thank you! We will incorporate it in the next revision in the next few weeks.

Posterior sampling for solving inverse problems? No thanks😉 Check out our new photo-realistic image restoration algorithm: Posterior-Mean Rectified Flow (PMRF). It (provably) outperforms posterior sampling. Project page: pmrf-ml.github.io (w/Tomer Michaeli)

Sitting on the Medical and Biological Imaging session European Conference on Computer Vision #ECCV2024 2024 in Milan. If ECCV gives our community a full session and we, as a community, present ourselves this way… I’m afraid we harm ourselves quite profoundly. Also… we really could do better!!! 1/2

Really cool poster (#289) on Diffusion Model from Hyungjin Chung at European Conference on Computer Vision #ECCV2024 this morning. #ECCV2024

François Fleuret There's three parts. 1. Fitting as large of a network and as large of a batch-size as possible onto the 10k/100k/1m H100s -- parallelizing and using memory-saving tricks. 2. Communicating state between these GPUs as quickly as possible 3. Recovering from failures (hardware,

Must visit poster from this morning European Conference on Computer Vision #ECCV2024 on video contrastive learning #182 by awesome Faegheh (Fay) Sardari 😃 #ECCV2024

Another Gem at European Conference on Computer Vision #ECCV2024 this morning #78. The idea is to insert hidden forms is an image. Did you see the #ECCV on the t-shirt? 😅😉 #ECCV2024

Wrote a short blog post about how I got into ML research as an undergrad and how I made it to ECCV. Hopefully this can help other undergrads! TLDR: just do things and make it easy for people to observe Link in bio.

Had a great poster session today European Conference on Computer Vision #ECCV2024 !

It was a pure coincidence 😄

You don't wanna miss this one. Ashesh @ECCV’24 will be presenting his work at European Conference on Computer Vision #ECCV2024 this morning and this is your chance for payback if he has been asking tough questions about your poster 😂 #ECCV2024

The Walmart Centre of Tech Excellence at CSA is organizing a winter school on Theoretical Computer Science. This school is scheduled for December 7 to 10, 2024, and will be aimed at senior UGs. To be considered for participation, students can apply at forms.gle/BdBy5MM3CiQgAe…

🎉Thrilled to share our latest work “Stochastic Deep Restoration Priors for Imaging Inverse Problems”! Big thanks to my amazing collaborators Ulugbek S. Kamilov mauricio delbracio Peyman Milanfar Weijie Gan Albert Peng. ⭑ Preprint: arxiv.org/abs/2410.02057. ⭑ Website: wustl-cig.github.io/sharpwww/.

Late post but new PI. Thrilled to share that I have joined the IISER Pune Biology department as a DST Inspire faculty fellow on Ganesh Stapana Day, the auspicious day in Maharashtra. I want to thank my advisors Shang-Te Danny Hsu danny hsu, Stefano Ricagno Stefano Ricagno, and Tapan