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Joint Velocity-Growth Flow Matching for Single-Cell Dynamics Modeling
v1v2 (latest)

Joint Velocity-Growth Flow Matching for Single-Cell Dynamics Modeling

19 May 2025
Dongyi Wang
Yuanwei Jiang
Zhenyi Zhang
Xiang Gu
Peijie Zhou
Jian Sun
ArXiv (abs)PDFHTMLGithub (6★)

Papers citing "Joint Velocity-Growth Flow Matching for Single-Cell Dynamics Modeling"

10 / 10 papers shown
Title
CellStream: Dynamical Optimal Transport Informed Embeddings for Reconstructing Cellular Trajectories from Snapshots Data
CellStream: Dynamical Optimal Transport Informed Embeddings for Reconstructing Cellular Trajectories from Snapshots Data
Yue Ling
Peiqi Zhang
Zhenyi Zhang
Peijie Zhou
AI4TS
100
0
0
16 Nov 2025
Entangled Schrödinger Bridge Matching
Entangled Schrödinger Bridge Matching
Sophia Tang
Yinuo Zhang
Pranam Chatterjee
75
0
0
10 Nov 2025
Residual-Informed Learning of Solutions to Algebraic Loops
Residual-Informed Learning of Solutions to Algebraic Loops
Felix Brandt
Andreas Heuermann
Philip Hannebohm
Bernhard Bachmann
60
0
0
10 Oct 2025
Learning Explicit Single-Cell Dynamics Using ODE Representations
Learning Explicit Single-Cell Dynamics Using ODE Representations
Jan-Philipp von Bassewitz
Adeel Pervez
Marco Fumero
Matthew Robinson
Theofanis Karaletsos
Francesco Locatello
PINNAI4CE
136
0
0
03 Oct 2025
Federated Flow Matching
Federated Flow Matching
Zifan Wang
Anqi Dong
Mahmoud Selim
Michael M. Zavlanos
Karl H. Johansson
FedML
164
0
0
25 Sep 2025
Branched Schrödinger Bridge Matching
Sophia Tang
Yinuo Zhang
Alexander Tong
Pranam Chatterjee
137
1
0
10 Jun 2025
Trajectory Flow Matching with Applications to Clinical Time Series Modeling
Trajectory Flow Matching with Applications to Clinical Time Series ModelingNeural Information Processing Systems (NeurIPS), 2024
Xi Zhang
Yuan Pu
Yuki Kawamura
Andrew Loza
Yoshua Bengio
Dennis L. Shung
Alexander Tong
OODAI4TSMedIm
255
16
0
28 Oct 2024
Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport
Learning stochastic dynamics from snapshots through regularized unbalanced optimal transportInternational Conference on Learning Representations (ICLR), 2024
Zhenyi Zhang
Tiejun Li
Peijie Zhou
OT
616
24
0
01 Oct 2024
Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
Meta Flow Matching: Integrating Vector Fields on the Wasserstein ManifoldInternational Conference on Learning Representations (ICLR), 2024
Lazar Atanackovic
Xi Zhang
Brandon Amos
Mathieu Blanchette
Leo J. Lee
Yoshua Bengio
Alexander Tong
Kirill Neklyudov
414
20
0
26 Aug 2024
Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior
Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior
Anming Gu
Edward Chien
Kristjan Greenewald
298
9
0
11 Jun 2024
1