Cusuh

Research Scientist @ Adobe | ML PhD from Georgia Tech | previously Google Research, MPI

[Cusuh @cusuh_]

Defended my PhD today!!! 🥳

Thank you to everyone who supported me along the way, especially my advisor @jhhays for taking a chance on my clueless little undergrad self and putting up with me ever since.

I'll be joining Adobe next month as a research scientist under @aseemaa!

[Sumith Kulal @sumith1896]

Diffusion Circle happening today @CVPR #CVPR2026

Upper Lobby F at 3:30pm, come join us!

[Cusuh @cusuh_]

Poster session starting now!!

[Julia Chae @juliachae_]

@AdobeResearch @cusuh_ @JuiHsienWang1 @rzhang88 @sarameghanbeery Poster will be presented at:
🗓️ Poster Session 2 on Friday, June 4
📍Poster #378, Exhibit Hall A

[Julia Chae @juliachae_]

@AdobeResearch @cusuh_ @JuiHsienWang1 @rzhang88 @sarameghanbeery Poster will be presented at:
🗓️ Poster Session 2 on Friday, June 4
📍Poster #378, Exhibit Hall A

[Cusuh @cusuh_]

Exciting work on fine-grained visual similarity, led by my intern, Julia.

Come by the afternoon poster session on Friday to say hi and learn more! #CVPR2026

[Julia Chae @juliachae_]

Excited to share ID-Sim, our identity-focused similarity metric, presenting at #CVPR2026 this week in Denver! 🎉

Humans are remarkably good at distinguishing highly similar objects across different contexts.

We asked: can we train a metric that does the same?

[Cusuh @cusuh_]

Great work from our intern, Jinbo, in collaboration with Long, Gabriel, Aniruddha, Chi-Wing, Tien-Tsin, and Feng

@CUHKofficial, @AdobeResearch, @MonashUni

[Cusuh @cusuh_]

MotionCanvas presents a method for scene-aware, decoupled object and camera motion control for image-to-video generation.

Come by the #SIGGRAPH2025 Video Generation session tomorrow @ 10:45am in West Building, Rooms 118-120 to learn more!

https://t.co/06QsVvJNdf

[AK @_akhaliq]

MotionCanvas

Cinematic Shot Design with Controllable Image-to-Video Generation

[Gabi C. Duncombe @gcduncombe]

I've had so much fun experimenting with our latest @Adobe Firefly Video model - coming from a background in film, I've loved exploring the world of generative cinematography. A few of my favorite shots:

[Adobe Video @AdobeVideo]

We’re excited to share progress on the all-new Firefly Video Model with Text to Video & Image to Video capabilities across @creativecloud, @AdobeExpCloud & @AdobeExpress workflows - all designed to be commercially safe & available in beta later this year. https://t.co/0ZPH03aYlJ

[Aseem Agarwala @aseemaa]

After a nearly 20 month journey we are finally going public with our work on video generative models at Adobe! This work started in Adobe Research and then became a collaboration with the Adobe Firefly team who brought it over the finish line. Super proud of everyone involved,

[Cusuh @cusuh_]

I'll be presenting our work tomorrow (6/19) 5-630pm in Arch 4A-E (poster #329)!

#CVPR2024

[Cusuh @cusuh_]

In our latest work, we introduce personalized residuals for efficient personalization of T2I diffusion models and localized attention-guided sampling that dynamically blends the learned concept into new contexts. #CVPR2024

https://t.co/4IosbycMwv

[Cusuh @cusuh_]

In collaboration w/ Matt, @jhhays, Nick, Yuchen, @rzhang88, Tobias

@mlatgt @AdobeResearch

[Cusuh @cusuh_]

In our latest work, we introduce personalized residuals for efficient personalization of T2I diffusion models and localized attention-guided sampling that dynamically blends the learned concept into new contexts. #CVPR2024

https://t.co/4IosbycMwv

[AK @_akhaliq]

Personalized Residuals for Concept-Driven Text-to-Image Generation

We present personalized residuals and localized attention-guided sampling for efficient concept-driven generation using text-to-image diffusion models. Our method first represents concepts by freezing the

[Cusuh @cusuh_]

@rzhang88 @CornellECE baby Richard!!!!

[Cusuh @cusuh_]

@anirudh23p I think so but I'm not 100% sure

[Cusuh @cusuh_]

Defended my PhD today!!! 🥳

Thank you to everyone who supported me along the way, especially my advisor @jhhays for taking a chance on my clueless little undergrad self and putting up with me ever since.

I'll be joining Adobe next month as a research scientist under @aseemaa!

[Cusuh @cusuh_]

@JonathanBalloch @AdobeResearch Thank you!!! 🥺🥹 throwback to when we first met because you stole the conference room I booked for my TA office hours

[Cusuh @cusuh_]

@virprabh @jhhays @aseemaa Thank you!! You're next 😁