Karl D.D. Willis รีทวีตแล้ว
Karl D.D. Willis
111 posts
Karl D.D. Willis
@KarlDD
Senior Research Manager, Autodesk AI Lab
เข้าร่วม Mayıs 2009
325 กำลังติดตาม425 ผู้ติดตาม
The ICML Poster session is Thu 27 Jul 2023 at 10:30 a.m. HST — noon HST: icml.cc/virtual/2023/p…
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At #ICML this week @SamXu03799145 will present our latest work that generates solid CAD models in a controllable manner. Check out the tweet below for details!
Sam 𝕏u@SamXu03799145
In our latest #ICML2023 paper "Hierarchical Neural Coding for Controllable CAD Model Generation" hnc-cad.github.io, we learn the design intent from different CAD hierarchies in a self-supervised manner, and demonstrate its application on multiple tasks e.g. autocomplete.
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Karl D.D. Willis รีทวีตแล้ว
Latest interview in the CDFAM speaker series with @KarlDD on his AI research at Autodesk. lnkd.in/grBZKVPP
Karl will be speaking more about his work at the Autodesk Research AI Lab at CDFAM NYC June 14-15.
Register to attend, today (May 15th) is th…lnkd.in/g8yYfJ5Q
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Interested in an internship at Autodesk Research? We have three ML roles for Summer 2023 in SF and Toronto.
Data Acquisition and ML Research
linkedin.com/posts/karldd_i…
Large Language Models
linkedin.com/posts/karldd_i…
Machine Learning Research
linkedin.com/posts/karldd_a…
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Karl D.D. Willis รีทวีตแล้ว
An automated way to assemble thousands of objects: A new algorithm for automatic assembly of products is accurate, efficient, and generalizable to a wide range of complex real-world assemblies. mitsha.re/i2tu50LZyLn
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If you are attending SIGGRAPH Asia check out our talk during the “Computer-Aided Design” session: Wed Dec 7, 17:00-18:30 KST. I'll be there and happy to meet with anyone!
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For a nice overview of our work, check out this article from MIT: csail.mit.edu/news/automated…
GIF
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Our latest collaboration with @MIT_CSAIL and @TAMU led by @YunshengTian will be presented at SIGGRAPH Asia today!
We want to make it easier to assemble objects AND to disassemble them for end-of-life recycling and part reuse.
AK@_akhaliq
Assemble Them All: Physics-Based Planning for Generalizable Assembly by Disassembly abs: arxiv.org/abs/2211.03977 project page: assembly.csail.mit.edu
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If you are at #NeurIPS2022 this week, check out some of the work the Autodesk AI Lab team has been doing on robustness, evaluating graph generative models, and communicating natural programs!
Autodesk Research@ADSKResearch
Autodesk Research AI Lab has 3 papers accepted at #NeurIPS2022! ✅ MaskTune: Mitigating Spurious Correlations.. bit.ly/3UhpVlT ✅ Evaluating Graph Generative Models.. bit.ly/3ubQf6z ✅ Communicating Natural Programs to Humans & Machines bit.ly/3VDwcto
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Karl D.D. Willis รีทวีตแล้ว
AI-powered design tools are essential to Autodesk’s future offerings, and the work being published by the AI Lab at top-tier AI conferences gives us a glimpse into the future of design.
bit.ly/3zhP9ZM
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Karl D.D. Willis รีทวีตแล้ว
want to get into program synthesis but don't know how to started? I wrote a minimalist intro to modern program synthesis that can help you -- from problem formulation to generating code by fine-tuning llm on huggingface.
evanthebouncy.github.io/program-synthe…
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Large language model failure mode of the month: Mode collapse to all emoji output all the time. Not helpful 🤷♂️😫🤬 @evanthebouncy
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Collage is a whole lot of fun! Chatting to @_joelsimon and @ev_ancasey was even more so. Super cool/smart team making progress on the grand challenge of how we interact with AI to create.
Artbreeder@Artbreeder
We’re hard at work on a new way to make generative art, and are excited to share our first prototype! Create any scene you can imagine with a simple collage and a prompt. Try it out! collage.artbreeder.com
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📢 We are hiring in the Autodesk AI Lab. Doubling down on what @adam_gaier said, for all those folks that are mission driven to create tools for designing better buildings, cars, devices etc and want to use AI/ML to make it happen.
adam gaier@adam_gaier
Come work with me at Autodesk! i'll pick you up at the intersection of AI and design apply here ⬇️ autodesk.wd1.myworkdayjobs.com/Ext/job/Califo…
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Fun collaboration between the Autodesk AI Lab and @jiajunwu_cs lab at Stanford! Learning to assemble (and also disassemble) is both technically challenging and impactful for manufacturing efficiency and ensuring products don't have a negative impact at end-of-life.
Jousef Murad@Jousefm2
🧠 AI for Visual LEGO Manual to a Machine-Executable Plan 🧠 👉 The authors present a novel learning-based framework, the Manual-to-Executable-Plan Network (MEPNet), which reconstructs the assembly steps from a sequence of manual images. 🧵👇
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For folks who are still at #ICML2022 I'll be giving a talk today at the Workshop on Machine Learning for Computational Design. Exciting line up!
mlcompdesign.github.io
icml.cc/virtual/2022/w…
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