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Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation
29 May 2023
Giorgio Giannone
Akash Srivastava
Ole Winther
Faez Ahmed
DiffM
AI4CE
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Papers citing
"Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation"
13 / 13 papers shown
Title
Generative Machine Learning in Adaptive Control of Dynamic Manufacturing Processes: A Review
Suk Ki Lee
Hyunwoong Ko
AI4CE
54
0
0
30 Apr 2025
Pick-and-place Manipulation Across Grippers Without Retraining: A Learning-optimization Diffusion Policy Approach
Xiangtong Yao
Yirui Zhou
Y. Meng
Liangyu Dong
Lin Hong
Zitao Zhang
Zhenshan Bing
Kai Huang
Fuchun Sun
Alois C. Knoll
71
0
0
24 Feb 2025
DDAT: Diffusion Policies Enforcing Dynamically Admissible Robot Trajectories
Jean-Baptiste Bouvier
Kanghyun Ryu
Kartik Nagpal
Qiayuan Liao
K. Sreenath
Negar Mehr
88
2
0
20 Feb 2025
PRESTO: Fast Motion Planning Using Diffusion Models Based on Key-Configuration Environment Representation
Mingyo Seo
Yoonyoung Cho
Yoonchang Sung
Peter Stone
Yuke Zhu
Beomjoon Kim
DiffM
27
0
0
24 Sep 2024
Adding Conditional Control to Diffusion Models with Reinforcement Learning
Yulai Zhao
Masatoshi Uehara
Gabriele Scalia
Tommaso Biancalani
Sergey Levine
Ehsan Hajiramezanali
Ehsan Hajiramezanali
AI4CE
52
3
0
17 Jun 2024
Physics-Informed Diffusion Models
Jan-Hendrik Bastek
WaiChing Sun
D. Kochmann
DiffM
AI4CE
47
10
0
21 Mar 2024
NITO: Neural Implicit Fields for Resolution-free Topology Optimization
A. Nobari
Giorgio Giannone
Lyle Regenwetter
Faez Ahmed
AI4CE
25
3
0
07 Feb 2024
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions
Binyang Song
Ruilin Zhou
Faez Ahmed
AI4CE
32
40
0
14 Feb 2023
Concurrent build direction, part segmentation, and topology optimization for additive manufacturing using neural networks
Hongrui Chen
Aditya Joglekar
Kate S. Whitefoot
L. Kara
3DPC
64
11
0
04 Oct 2022
Few-Shot Diffusion Models
Giorgio Giannone
Didrik Nielsen
Ole Winther
DiffM
171
49
0
30 May 2022
Label-Efficient Semantic Segmentation with Diffusion Models
Dmitry Baranchuk
Ivan Rubachev
A. Voynov
Valentin Khrulkov
Artem Babenko
DiffM
VLM
195
513
0
06 Dec 2021
Zero-Shot Text-to-Image Generation
Aditya A. Ramesh
Mikhail Pavlov
Gabriel Goh
Scott Gray
Chelsea Voss
Alec Radford
Mark Chen
Ilya Sutskever
VLM
253
4,764
0
24 Feb 2021
TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain
Zhenguo Nie
Tong Lin
Haoliang Jiang
L. Kara
AI4CE
95
167
0
05 Mar 2020
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