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Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone
  Generation

Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone Generation

30 May 2024
Guillaume Huguet
James Vuckovic
Kilian Fatras
Eric Thibodeau-Laufer
Pablo Lemos
Riashat Islam
Cheng-Hao Liu
Jarrid Rector-Brooks
Tara Akhound-Sadegh
Michael M. Bronstein
Alexander Tong
A. Bose
ArXiv (abs)PDFHTMLGithub (281★)

Papers citing "Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone Generation"

22 / 22 papers shown
OMTRA: A Multi-Task Generative Model for Structure-Based Drug Design
OMTRA: A Multi-Task Generative Model for Structure-Based Drug Design
Ian Dunn
Liv Toft
Tyler Katz
Juhi Gupta
Riya Shah
Ramith Hettiarachchi
D. Koes
111
0
0
04 Dec 2025
EnzyControl: Adding Functional and Substrate-Specific Control for Enzyme Backbone Generation
EnzyControl: Adding Functional and Substrate-Specific Control for Enzyme Backbone Generation
Chao Song
Zhiyuan Liu
Han Huang
L. Wang
Qiong Wang
Jianyu Shi
Hui Yu
Yihang Zhou
Yang-ting Zhang
147
1
0
29 Oct 2025
Fine-tuning Flow Matching Generative Models with Intermediate Feedback
Fine-tuning Flow Matching Generative Models with Intermediate Feedback
Jiajun Fan
Chaoran Cheng
Shuaike Shen
Xiangxin Zhou
Ge Liu
EGVM
259
3
0
20 Oct 2025
ProteinAE: Protein Diffusion Autoencoders for Structure Encoding
ProteinAE: Protein Diffusion Autoencoders for Structure Encoding
Shaoning Li
Le Zhuo
Yusong Wang
Mingyu Li
Xinheng He
Fandi Wu
Jiaming Song
Pheng-Ann Heng
DiffM
155
1
0
12 Oct 2025
SimpleFold: Folding Proteins is Simpler than You Think
SimpleFold: Folding Proteins is Simpler than You Think
Yuyang Wang
Jiarui Lu
Navdeep Jaitly
J. Susskind
Miguel Angel Bautista
359
9
0
23 Sep 2025
Guided Sequence-Structure Generative Modeling for Iterative Antibody Optimization
Guided Sequence-Structure Generative Modeling for Iterative Antibody Optimization
Aniruddh Raghu
Sebastian Ober
Maxwell Kazman
Hunter Elliott
183
3
0
19 Sep 2025
Energy-Based Flow Matching for Generating 3D Molecular Structure
Energy-Based Flow Matching for Generating 3D Molecular Structure
Wenyin Zhou
Christopher Iliffe Sprague
Vsevolod Viliuga
Matteo Tadiello
Arne Elofsson
Hossein Azizpour
DiffM
170
4
0
26 Aug 2025
Reinforcement Learning for Flow-Matching Policies
Reinforcement Learning for Flow-Matching Policies
Samuel Pfrommer
Yixiao Huang
Somayeh Sojoudi
214
9
0
20 Jul 2025
Generative Modeling of Full-Atom Protein Conformations using Latent Diffusion on Graph Embeddings
Generative Modeling of Full-Atom Protein Conformations using Latent Diffusion on Graph Embeddings
Aditya Sengar
Ali Hariri
Daniel Probst
Patrick Barth
P. Vandergheynst
DiffMAI4CE
397
2
0
20 Jun 2025
Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models
Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models
Francisco Caetano
Christiaan Viviers
Peter H. N. de With
Fons van der Sommen
DiffM
511
4
0
12 Jun 2025
Efficient Regression-Based Training of Normalizing Flows for Boltzmann Generators
Efficient Regression-Based Training of Normalizing Flows for Boltzmann Generators
Danyal Rehman
Oscar Davis
Jiarui Lu
Jian Tang
M. Bronstein
Yoshua Bengio
Alexander Tong
A. Bose
OOD
323
0
0
01 Jun 2025
Flash Invariant Point Attention
Flash Invariant Point Attention
Andrew Liu
Axel Elaldi
Nicholas T Franklin
Nathan Russell
Gurinder S Atwal
Yih-En A Ban
Olivia Viessmann
213
0
0
16 May 2025
An All-Atom Generative Model for Designing Protein Complexes
An All-Atom Generative Model for Designing Protein Complexes
Ruizhe Chen
Dongyu Xue
Xiangxin Zhou
Zaixiang Zheng
Xiangxiang Zeng
Quanquan Gu
573
10
0
17 Apr 2025
PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models
PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models
Fanmeng Wang
Wentao Guo
Qi Ou
Hongshuai Wang
Haitao Lin
Hongteng Xu
Zhifeng Gao
AI4CE
352
4
0
11 Apr 2025
Proteina: Scaling Flow-based Protein Structure Generative Models
Proteina: Scaling Flow-based Protein Structure Generative ModelsInternational Conference on Learning Representations (ICLR), 2025
Tomas Geffner
Kieran Didi
Zuobai Zhang
Danny Reidenbach
Zhonglin Cao
...
Mario Geiger
Christian Dallago
E. Küçükbenli
Arash Vahdat
Karsten Kreis
DiffMAI4CE
442
70
0
02 Mar 2025
Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation
Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation
Yang Cao
Zhao Song
Chiwun Yang
VGen
674
12
0
01 Feb 2025
Exploring Discrete Flow Matching for 3D De Novo Molecule Generation
Exploring Discrete Flow Matching for 3D De Novo Molecule Generation
Ian Dunn
D. Koes
380
11
0
25 Nov 2024
Training Free Guided Flow Matching with Optimal Control
Training Free Guided Flow Matching with Optimal ControlInternational Conference on Learning Representations (ICLR), 2024
Luran Wang
Chaoran Cheng
Yizhen Liao
Yanru Qu
Ge Liu
512
18
0
23 Oct 2024
DPLM-2: A Multimodal Diffusion Protein Language Model
DPLM-2: A Multimodal Diffusion Protein Language ModelInternational Conference on Learning Representations (ICLR), 2024
Xinze Wang
Zaixiang Zheng
Fei Ye
Dongyu Xue
Shujian Huang
Quanquan Gu
287
59
0
17 Oct 2024
Function-Guided Conditional Generation Using Protein Language Models with Adapters
Function-Guided Conditional Generation Using Protein Language Models with Adapters
Jason Yang
Aadyot Bhatnagar
Jeffrey A. Ruffolo
Ali Madani
406
5
0
04 Oct 2024
ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially
  Symmetric Flow Matching
ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching
Niklas Funk
Julen Urain
João Carvalho
V. Prasad
Georgia Chalvatzaki
Jan Peters
259
30
0
06 Sep 2024
Reinforcement Learning for Sequence Design Leveraging Protein Language
  Models
Reinforcement Learning for Sequence Design Leveraging Protein Language Models
Jithendaraa Subramanian
Shivakanth Sujit
Niloy Irtisam
Umong Sain
Derek Nowrouzezahrai
Samira Ebrahimi Kahou
Riashat Islam
233
4
0
03 Jul 2024
1
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