🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

Thank you for taking ECE 302 with me this semester Purdue University I hope you've all found how useful probability is in engineering, with applications wayyy beyond just machine learning For those outside Purdue, feel free to watch my old videos probability4datascience.com

Diffusion models for imaging and vision Just made this set of slides for an upcoming talk. Feedback is welcome! Slides: shorturl.at/ljidl Tutorial (March version): arxiv.org/abs/2403.18103 (Thx for messaging me the typos. Still working on them.)

📣 Dr. Dor Verbin from Google DeepMind will give a Zoom seminar at Purdue on Tuesday, Sep 17, at 10 AM ET! See the flyer for more information. DM me or Stanley H. Chan for the Zoom link. PurdueECE IEEE Computational Imaging TC

Tutorial on Diffusion Models for Imaging and Vision 2nd edition is up on arXiv arxiv.org/abs/2403.18103 (51 pages --> 89 pages) - Expanded VAE - More detailed DDPM - New section: physics of diffusion - and more Feedback is welcome!

New paper. Just presented at European Conference on Computer Vision #ECCV2026 Quanta Video Restoration - Moving scene; 1bit/3bit photon counts - Reconstruct gray-scale image - Work for real SPAD data arxiv.org/abs/2410.14994 Project Page: chennuriprateek.github.io/Quanta_Video_R…

ECE 50024 PurdueECE Spring 2025 New lecture notes are now available. Look forward to seeing everyone in January. engineering.purdue.edu/ChanGroup/ECE5…

Tutorial on Diffusion Models for Imaging and Vision has been published. Official copy: nowpublishers.com/article/Detail… Free arXiv version: arxiv.org/abs/2403.18103

I will teach a short course at EI 2025 in San Francisco on Feb-5. Check out imaging.org/IST/IST/Confer… Topic and materials 👇

New paper: Generative Photography generative-photography.github.io/project/ We overcome a limit in today's generative tools by enabling camera controls. We are one step closer to generative models for professional photography. To appear #CVPR2025

MambaTM is our latest image restoration method for atmospheric turbulence To appear #CVPR2025 2025 (Highlight paper 13.5%) arxiv.org/abs/2504.02697 - Learned phase distortion in the loop - Mamba state-space model for speed All credits to Xingguang Zhang PurdueECE

Generative photography is our new physics-based camera-aware image generation tool. To appear #CVPR2025 2025 (Highlight paper 13.5%) arxiv.org/abs/2412.02168 - Respect camera controls - Photorealistic generation Credits to Yu Yuan PurdueECE

2025 Summer High School Program Registration: cvent.me/3MALXQ Code demos, brainstorming, and activities PurdueECE Purdue Engineering Purdue University #highschool #artificalintelligence #MachineLearning #computervision

Purdue atmospheric turbulence simulator C++ GUI is now available pages.github.itap.purdue.edu/StanleyChanGro… This GUI combines all the latest simulation tools we have developed. Feedback is very welcome!

If you are attending #CVPR2025, please check out our poster: Generative Photography (Highlight Paper) 13 June 16:00-18:00 ExHall D Poster #244 arxiv.org/abs/2412.02168

If you are attending #CVPR2025, please check out our poster! MambaTM for Imaging through Turbulence (Highlight Paper) 13 June 10:30-12:30 ExHall D Poster #184 arxiv.org/abs/2504.02697