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

The ECE 302 moment PurdueECE

When your undergrad student asks for your autograph...

It made my day!☺️

Free copy of the book👇
probability4datascience.com

If you want to learn the best kept secrets of non-blind Poisson deconvolution, check out our newest spotlight video:
youtu.be/hMBKJxjk3ZU
🤫🤫
Paper:
ieeexplore.ieee.org/document/10449…
by Gnanasambandam, Sanghvi and Stanley H. Chan from PurdueECE.

2024 Summer K-12 outreach activity PurdueECE

Registration👇
engineering.purdue.edu/GEP/Machine-Le…

Nick Chimitt
#MachineLearning #ai

📢📢📢 Seminar this Friday!!

Purdue Computational Imaging Seminar
Purdue ECE Distinguished Lecturer Seminar
IEEE SPS Distinguished Lecturer Seminar

IEEE Computational Imaging TC IEEE Trans. on Computational Imaging PurdueECE
Qi Guo

Purdue Computational Imaging Seminar: Prof. Suren Jayasuriya ImagingLyceum_ASU will talk this week at Purdue! DM Stanley H. Chan or me for the Zoom information. PurdueECE Purdue University
#computationalimaging

📢New theory paper about single-photon LiDAR

To appear #CVPR2024 main conference
arxiv.org/abs/2403.17719

- Closed-form formula
- Equations match experiments
- I did most of the writing and coding😅, with help from students and collaborators
- thx AC and reviewer for feedback

Best Monday activity + STEM education for kids ...

4/8/2024, 2:56pm, Indiana
#Eclipse2024

Happy to announce that I am promoted to full professor.

Big shout out to my former and current students without whom this would never be possible.

purdue.edu/newsroom/purdu…

📢New paper to appear #CVPR2024 2024
Generative Quanta Color Imaging

We show how to turn a binary photon count image into a color image.
- Synthesize exposure via neural ODE
- Synthesize color

arxiv.org/abs/2403.19066

Qi Guo

I wrote a tutorial on diffusion models for undergrad and grad students. I tried my best to give intuitive explanations for complicated equations.

Your feedback is much appreciated

Thanks to those who suggested various reading materials to me

arxiv.org/abs/2403.18103

📜 New manuscript on Arxiv!

Detect boundary structures in real-time from very, very noisy images using field-of-junctions.

Arxiv preprints: arxiv.org/abs/2403.16494
Code and model available: github.com/guo-research-g…

#computationalimaging #edgedetection #noisyimages

Interested in learning how diffusion works for generative modeling? Version 2.4.3 of DLStudio now has a new module GenerativeDiffusion that makes it much easier to learn diffusion based modeling. Go to the ExamplesDiffusion directory of the platform.
engineering.purdue.edu/kak/distDLS/

We are extending the paper submission deadline for UG2+ workshop at #CVPR2024 2024.

Deadline: April 1, 2024.

Pls share with your colleagues.

cvpr2024ug2challenge.github.io/papers24.html

What a wonderful achievement for RoboMaster. They went through many technological and organizational difficulties over the past few years to get to this stage. Boiler up for the team, and thanks PurdueECE for the continued support.

We'll have some amazing speakers at the CCD #CVPR2024 workshop this year!

Poster submission deadline is April 7.

csiplab.github.io/ccd2024/