iiinova — where your digital self keeps evolving

Raman Dutt @ramandutt4.bsky.social · 22/02/2025

Are you working on Text-to-Image generation of Chest X-Rays using the MIMIC dataset? Here is something I found over the last weekend. 🧵 Observations documented in this preprint - arxiv.org/abs/2502.07516

arxiv.org

100

Raman Dutt @ramandutt4.bsky.social · 07/12/2024

Hello all, What’s the best tool to make nice figures for academic AI papers?

180

Raman Dutt @ramandutt4.bsky.social · 06/12/2024

Not an ML-related post but I am just as happy to share this

080

Raman Dutt @ramandutt4.bsky.social · 05/12/2024

1000 followers on Bluesky already that’s crazy

090

Raman Dutt @ramandutt4.bsky.social · 27/11/2024

A new starter pack for Medical AI researchers! go.bsky.app/PddA2uy

051

Raman Dutt @ramandutt4.bsky.social · 26/11/2024

Sharing with people who might find this relevant - go.bsky.app/r5eVvT, go.bsky.app/PJKJ8vK, bsky.app/profile/berk...

010

Raman Dutt @ramandutt4.bsky.social · 26/11/2024

Delighted to share our work "𝐌𝐞𝐦𝐂𝐨𝐧𝐭𝐫𝐨𝐥" now accepted at 𝐖𝐀𝐂𝐕 '𝟐𝟓. We show strong results for medical image generation and also establish an initial benchmark for generative quality and memorization of synthetic chest x-rays! Paper: arxiv.org/abs/2405.19458 Code: github.com/Raman1121/Di... More👇

github.com

GitHub - Raman1121/Diffusion_Memorization_HPO: A framework to reduce memorization in text-to-image diffusion models using HPO

A framework to reduce memorization in text-to-image diffusion models using HPO - Raman1121/Diffusion_Memorization_HPO

160

Raman Dutt @ramandutt4.bsky.social · 26/11/2024

MIDL Conference has joined BlueSky! bsky.app/profile/midl...

bsky.app

020

Raman Dutt @ramandutt4.bsky.social · 25/11/2024

For my fellow medical AI researchers, here is a starter pack - go.bsky.app/r5eVvT

152

Raman Dutt @ramandutt4.bsky.social · 25/11/2024

A starter pack I would highly recommend (not biased at all 😉)

150

Raman Dutt @ramandutt4.bsky.social · 24/11/2024

Omg BlueSky migration success story continues :’) @chriswolfvision.bsky.social

020

Raman Dutt @ramandutt4.bsky.social · 24/11/2024

Migration to BlueSky successful! Thank you @mmbronstein.bsky.social 🙏

1151

Raman Dutt @ramandutt4.bsky.social · 24/11/2024

Computer Vision starter pack!

010

Reposted by Raman Dutt

Andrei Bursuc @abursuc.bsky.social · 22/11/2024

The return of the Autoregressive Image Model: AIMv2 now going multimodal. Excellent work by @alaaelnouby.bsky.social & team with code and checkpoints already up: arxiv.org/abs/2411.14402

1468

Raman Dutt @ramandutt4.bsky.social · 21/11/2024

Here is a starter pack of researchers from the University of Edinburgh working on all areas of AI! go.bsky.app/KRNDkN7

041

Raman Dutt @ramandutt4.bsky.social · 21/11/2024

Here is a well-curated list of researchers working on image/ video generation

000

Raman Dutt @ramandutt4.bsky.social · 20/11/2024

Hello Bluesky 👋 Is there a Medical Image Analysis starter pack that I can follow?

100

Raman Dutt @ramandutt4.bsky.social · 18/11/2024

Controlling the capacity of your diffusion model during fine-tuning strongly helps in reducing memorization! Work accepted at the GenLaw workshop at #ICML2025

020

Raman Dutt @ramandutt4.bsky.social · 18/11/2024

Check out our new work that (1) Mitigates Memorization, (2) Improves generative quality, (3) While fine-tuning only 0.019% of the parameters To appear at #WACV2025 ✨✨

020

Reposted by Raman Dutt

arxiv cs.CV @arxiv-cs-cv.bsky.social · 11/06/2024

Raman Dutt, Linus Ericsson, Pedro Sanchez, Sotirios A. Tsaftaris, Timothy Hospedales Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity arxiv.org/abs/2305.08252

001