Design Editing for Offline Model-based Optimization

22 May 2024

Xue Liu

Papers citing "Design Editing for Offline Model-based Optimization"

41 / 41 papers shown

Title
TransDiffSBDD: Causality-Aware Multi-Modal Structure-Based Drug Design Xiuyuan Hu Guoqing Liu Can Chen Yang Zhao Hao Zhang Xue Liu 71 2 0 26 Mar 2025
Offline Model-Based Optimization: Comprehensive Review Minsu Kim Jiayao Gu Ye Yuan Taeyoung Yun Ziqiang Liu Yoshua Bengio Can Chen OffRL 82 2 0 21 Mar 2025
3DMolFormer: A Dual-channel Framework for Structure-based Drug Discovery Xiuyuan Hu Guoqing Liu Can Chen Yang Zhao Jun Wang Xue Liu 58 2 0 07 Feb 2025
Robust Guided Diffusion for Offline Black-Box Optimization Can Chen Christopher Beckham Xue Liu Xue Liu OffRL 93 5 0 03 Jan 2025
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 84 2 0 15 Oct 2024
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization Taeyoung Yun Sujin Yun Jaewoo Lee Jinkyoo Park OffRL 80 5 0 29 Jun 2024
Offline Model-Based Optimization via Policy-Guided Gradient Search Yassine Chemingui Aryan Deshwal Trong Nghia Hoang J. Doppa OffRL 74 9 0 08 May 2024
FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing Youyuan Zhang Xuan Ju James J. Clark VGen DiffM 44 6 0 10 Mar 2024
ExPT: Synthetic Pretraining for Few-Shot Experimental Design Tung Nguyen Sudhanshu Agrawal Aditya Grover 68 15 0 30 Oct 2023
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing Yuren Cong Mengmeng Xu Christian Simon Shoufa Chen Jiawei Ren Yanping Xie Juan-Manuel Perez-Rua Bodo Rosenhahn Tao Xiang Sen He DiffM VGen 57 77 0 09 Oct 2023
Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code Xu Ju Ailing Zeng Hao Wang Shaoteng Liu Qiang Xu DiffM 75 70 0 02 Oct 2023
TokenFlow: Consistent Diffusion Features for Consistent Video Editing Michal Geyer Omer Bar-Tal Shai Bagon Tali Dekel VGen DiffM 52 256 0 19 Jul 2023
Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation Shuai Yang Yifan Zhou Ziwei Liu Chen Change Loy VGen DiffM 54 211 0 13 Jun 2023
Diffusion Models for Black-Box Optimization S. Krishnamoorthy Satvik Mashkaria Aditya Grover DiffM 55 53 0 12 Jun 2023
Bootstrapped Training of Score-Conditioned Generator for Offline Design of Biological Sequences Minsu Kim Federico Berto SungSoo Ahn Jinkyoo Park DD 55 18 0 05 Jun 2023
Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models Daiki Miyake Akihiro Iohara Yuriko Saito Toshiyuki Tanaka DiffM 33 115 0 26 May 2023
Pix2Video: Video Editing using Image Diffusion Duygu Ceylan C. Huang Niloy J. Mitra DiffM VGen 59 249 0 22 Mar 2023
FateZero: Fusing Attentions for Zero-shot Text-based Video Editing Chenyang Qi Xiaodong Cun Yong Zhang Chenyang Lei Xintao Wang Ying Shan Qifeng Chen VGen 53 336 0 16 Mar 2023
Data-Driven Offline Decision-Making via Invariant Representation Learning Qi Yi-Hsun Su Aviral Kumar Sergey Levine OffRL 54 19 0 21 Nov 2022
Null-text Inversion for Editing Real Images using Guided Diffusion Models Ron Mokady Amir Hertz Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 41 537 0 17 Nov 2022
Generative Pretraining for Black-Box Optimization S. Krishnamoorthy Satvik Mashkaria Aditya Grover OffRL AI4CE 85 27 0 22 Jun 2022
Exploring Chemical Space with Score-based Out-of-distribution Generation Seul Lee Jaehyeong Jo Sung Ju Hwang OODD 60 78 0 06 Jun 2022
Structure-aware Protein Self-supervised Learning Can Chen Jingbo Zhou Fan Wang Xue Liu Dejing Dou SSL 49 66 0 06 Apr 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 74 30,021 0 01 Mar 2022
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization Brandon Trabucco Xinyang Geng Aviral Kumar Sergey Levine OffRL 47 97 0 17 Feb 2022
RoMA: Robust Model Adaptation for Offline Model-based Optimization Sihyun Yu SungSoo Ahn Le Song Jinwoo Shin OffRL 56 32 0 27 Oct 2021
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations Chenlin Meng Yutong He Yang Song Jiaming Song Jiajun Wu Jun-Yan Zhu Stefano Ermon DiffM 85 1,446 0 02 Aug 2021
Conservative Objective Models for Effective Offline Model-Based Optimization Brandon Trabucco Aviral Kumar Xinyang Geng Sergey Levine OffRL 55 89 0 14 Jul 2021
A Variational Perspective on Diffusion-Based Generative Models and Score Matching Chin-Wei Huang Jae Hyun Lim Aaron Courville DiffM 59 189 0 05 Jun 2021
Offline Model-Based Optimization via Normalized Maximum Likelihood Estimation Justin Fu Sergey Levine OffRL 86 47 0 16 Feb 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 215 6,293 0 26 Nov 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 76 7,166 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 194 17,550 0 19 Jun 2020
Model Inversion Networks for Model-Based Optimization Aviral Kumar Sergey Levine OffRL 61 95 0 31 Dec 2019
ROBEL: Robotics Benchmarks for Learning with Low-Cost Robots Michael Ahn Henry Zhu Kristian Hartikainen Hugo Ponte Abhishek Gupta Sergey Levine Vikash Kumar 42 127 0 25 Sep 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 119 3,803 0 12 Jul 2019
Data-efficient Learning of Morphology and Controller for a Microrobot Thomas I. Liao Grant Wang Brian Yang R. Lee K. Pister Sergey Levine Roberto Calandra 9 51 0 03 May 2019
Conditioning by adaptive sampling for robust design David H. Brookes Hahnbeom Park Jennifer Listgarten 35 197 0 29 Jan 2019
The reparameterization trick for acquisition functions James T. Wilson Riccardo Moriconi Frank Hutter M. Deisenroth 29 78 0 01 Dec 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 354 5,346 0 05 Nov 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 324 7,650 0 03 Jul 2012