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Karl D.D. Willis
Senior Research Manager, Autodesk
Joined
February 2020
Names
Karl D.D. Willis
(Preferred)
,Â
Karl Willis
,Â
Karl D. D. Willis
Emails
****@autodesk.com
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
Senior Research Manager
Autodesk
(autodesk.com)
2013
–
Present
PhD student
Carnegie Mellon University
(cmu.edu)
2009
–
2013
MS student
The University of Tsukuba
(tsukuba.ac.jp)
2007
–
2009
Advisors, Relations & Conflicts
PhD Advisor
Mark Gross
2009
–
2013
Expertise
shape synthesis
2017
–
Present
human computer interaction
2009
–
Present
computational fabrication
2009
–
Present
computer aided design
2009
–
Present
computational creativity
2005
–
Present
Publications
Draw it like Euclid: Teaching transformer models to generate CAD profiles using ruler and compass construction steps
Siyi Li
,
Joseph George Lambourne
,
Pradeep Kumar Jayaraman
,
Longfei Zhang
,
Karl D.D. Willis
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry
Xiang Xu
,
Joseph George Lambourne
,
Pradeep Kumar Jayaraman
,
Zhengqing Wang
,
Karl D.D. Willis
,
Yasutaka Furukawa
ACM SIGGRAPH 2024
Readers:
Everyone
Model & Data Insights using Pre-trained Language Models
Saeid Asgari
,
Aliasghar Khani
,
Amir Hosein Khasahmadi
,
Aditya Sanghi
,
Karl D.D. Willis
,
Ali Mahdavi Amiri
DPFM 2024 Poster
Readers:
Everyone
texplain: Post-hoc Textual Explanation of Image Classifiers with Pre-trained Language Models
Saeid Asgari
,
Aliasghar Khani
,
Amir Hosein Khasahmadi
,
Aditya Sanghi
,
Karl D.D. Willis
,
Ali Mahdavi Amiri
ICLR 2024 R2-FM Workshop Poster
Readers:
Everyone
Learned Visual Features to Textual Explanations
Saeid Asgari
,
Aliasghar Khani
,
Amir Hosein Khasahmadi
,
Ali Saheb Pasand
,
Aditya Sanghi
,
Karl D.D. Willis
,
Ali Mahdavi Amiri
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
Hierarchical Neural Coding for Controllable CAD Model Generation
Xiang Xu
,
Pradeep Kumar Jayaraman
,
Joseph George Lambourne
,
Karl D.D. Willis
,
Yasutaka Furukawa
ICML 2023 Poster
Readers:
Everyone
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks
Xiang Xu
,
Karl D.D. Willis
,
Joseph George Lambourne
,
Chin-Yi Cheng
,
Pradeep Kumar Jayaraman
,
Yasutaka Furukawa
17 Nov 2022
OpenReview Archive Direct Upload
Readers:
Everyone
SolidGen: An Autoregressive Model for Direct B-rep Synthesis
Pradeep Kumar Jayaraman
,
Joseph George Lambourne
,
Nishkrit Desai
,
Karl Willis
,
Aditya Sanghi
,
Nigel J. W. Morris
Accepted by TMLR
Readers:
Everyone
TEXTCRAFT: ZERO-SHOT GENERATION OF HIGH FIDELITY AND DIVERSE SHAPES FROM TEXT
Aditya Sanghi
,
Rao Fu
,
Vivian Liu
,
Karl Willis
,
Hooman Shayani
,
Amir Hosein Khasahmadi
,
Srinath Sridhar
,
Daniel Ritchie
22 Sept 2022 (modified: 13 Feb 2023)
ICLR 2023 Conference Withdrawn Submission
Readers:
Everyone
Assemble Them All: Physics-Based Planning for Generalizable Assembly by Disassembly
Yunsheng Tian
,
Jie Xu
,
Yichen Li
,
Jieliang Luo
,
Shinjiro Sueda
,
Hui Li
,
Karl D. D. Willis
,
Wojciech Matusik
2022 (modified: 16 Nov 2022)
CoRR 2022
Readers:
Everyone
View all 41 publications
Co-Authors
Aditya Sanghi
Ali Mahdavi Amiri
Ali Saheb Pasand
Aliasghar Khani
Amir Hosein Khasahmadi
Andrew D. Wilson
Armando Solar-Lezama
Cheng Xu
Chin-Yi Cheng
Chris Harrison
Daniel Ritchie
Daniele Grandi
Eric Brockmeyer
Felix Heibeck
Fraser Anderson
Gary Hsieh
Gershon Dublon
Golan Levin
Hang Chu
Hiroshi Ishii
Hooman Shayani
Hui Li
Ivan Poupyrev
Jacob Hina
Jie Xu
View all 68 co-authors