Maxwell Jones
@maxwelljones14.bsky.social
28 followers 23 following 6 posts
CMU Machine Learning Department PhD student advised by Jun-Yan Zhu and Ruslan Salakhutdinov | Rales fellow Class of 2024 | Siebel Scholar Class of 2024
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maxwelljones14.bsky.social
Specifically, the talk goes over
1. All the different ways one might reach out to profs/PhD students

2. What skills are important to work on before you start working on research

3. What does “success” even mean for an initial project, since there’s misconceptions here

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maxwelljones14.bsky.social
If you’re interested in getting started with ML Research (i.e. as an undergrad/masters student), I recently gave a talk at CMU about how to find your first research and have a successful first project :)

Video: m.youtube.com/watch?v=XWIt...

Slides: maxwelljon.es/assets/pptx/...

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Breaking Into ML Research - How to get your first ML Research opportunity, and make the most of it!
YouTube video by Maxwell Jones
m.youtube.com
maxwelljones14.bsky.social
I recently gave a talk at CMU about DeepSeek v3 and DeepSeek R1 (as many people are interested haha), and the talk was recorded so I thought I'd share both the video and the slides! Hopefully they can be of use :)

video: youtu.be/qGpZAnYcOvs

slides: maxwelljon.es/assets/pptx/...
DeepSeek v3 and DeepSeek R1, an overview - Maxwell Jones
YouTube video by Maxwell Jones
youtu.be
Reposted by Maxwell Jones
ruihangao.bsky.social
3D content creation with touch!

We exploit tactile sensing to enhance geometric details for text- and image-to-3D generation.

Check out our #NeurIPS2024 work on Tactile DreamFusion: Exploiting Tactile Sensing for 3D Generation: ruihangao.github.io/TactileDream...
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maxwelljones14.bsky.social
I created a huggingface space for my current work PairCustomization - You can choose from a set of pretrained LoRAs trained with our method, and run inference with our novel style guidance:
huggingface.co/spaces/pairc...

I demo'ed this at #SIGRAPHASIA2024 and it went great! :)
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maxwelljones14.bsky.social
After training, we allow for styled generation and image editing with both SDXL and FLUX (new!!)

Thanks to my amazing collaborators Sheng-Yu Wang, Nupur Kumari, @davidbau.bsky.social, and @junyanz.bsky.social for helping create this work :))

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maxwelljones14.bsky.social
Learning style from a single image is difficult, but what if you had access to an **image pair** instead?

I’m excited to share our #SIGGRAPHASIA2024 work PairCustomization, on customizing text-to-image models with a single image pair!!

project page: paircustomization.github.io

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