Diffusion Models for Black-Box Optimization

12 June 2023

Papers citing "Diffusion Models for Black-Box Optimization"

8 / 8 papers shown

Title
Robust Guided Diffusion for Offline Black-Box Optimization Can Chen Christopher Beckham Xue Liu Xue Liu OffRL 38 5 0 03 Jan 2025
Cliqueformer: Model-Based Optimization with Structured Transformers J. Kuba Pieter Abbeel Sergey Levine OffRL AI4CE 52 2 0 17 Oct 2024
Offline Model-Based Optimization by Learning to Rank Rong-Xi Tan Ke Xue Shen-Huan Lyu Haopu Shang Yao Wang Yaoyuan Wang Sheng Fu Chao Qian OffRL 81 2 0 15 Oct 2024
Design Editing for Offline Model-based Optimization Ye Yuan Youyuan Zhang Can Chen Haolun Wu Zixuan Li Jianmo Li James J. Clark Xue Liu 29 4 0 22 May 2024
Requirement falsification for cyber-physical systems using generative models J. Peltomäki Ivan Porres 8 5 0 31 Oct 2023
Scaling Pareto-Efficient Decision Making Via Offline Multi-Objective RL Baiting Zhu Meihua Dang Aditya Grover OffRL 45 22 0 30 Apr 2023
Planning with Diffusion for Flexible Behavior Synthesis Michael Janner Yilun Du J. Tenenbaum Sergey Levine DiffM 202 622 0 20 May 2022
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