Bootstrapped Training of Score-Conditioned Generator for Offline Design
of Biological Sequences

Bootstrapped Training of Score-Conditioned Generator for Offline Design of Biological Sequences

5 June 2023

Jinkyoo Park

Papers citing "Bootstrapped Training of Score-Conditioned Generator for Offline Design of Biological Sequences"

8 / 8 papers shown

Title
Genetic-guided GFlowNets for Sample Efficient Molecular Optimization Hyeon-Seob Kim Minsu Kim Sanghyeok Choi Jinkyoo Park 56 3 0 31 Dec 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 84 2 0 15 Oct 2024
U-net based prediction of cerebrospinal fluid distribution and ventricular reflux grading Melanie Rieff Fabian Holzberger Oksana Lapina Geir Ringstad Lars Magnus Valnes Bogna Warsza Kent-Andre Mardal Per Kristian Eide Barbara Wohlmuth 46 0 0 06 Oct 2024
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning Jaewoo Lee Sujin Yun Taeyoung Yun Jinkyoo Park 58 7 0 27 May 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 42 4 0 22 May 2024
Consistent Training via Energy-Based GFlowNets for Modeling Discrete Joint Distributions C. Ekbote Moksh Jain Payel Das Yoshua Bengio 47 4 0 01 Nov 2022
Offline Model-Based Optimization via Normalized Maximum Likelihood Estimation Justin Fu Sergey Levine OffRL 74 46 0 16 Feb 2021
Design by adaptive sampling David H. Brookes Jennifer Listgarten TPM 46 66 0 08 Oct 2018