Imagen de Portada

ContextFlow: Context-Aware Flow Matching For Trajectory Inference From Spatial Omics Data

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Rathod, Santanu Subhash, Ceccarelli, Francesco, Holden, Sean B., Liò, Pietro, Zhang, Xiao, Tanevski, Jovan
Formato:	Preprint
Publicado:	2025
Materias:	Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

SplineFlow: Flow Matching for Dynamical Systems with B-Spline Interpolants
por: Rathod, Santanu Subhash, et al.
Publicado: (2026)

Predicting time-varying flux and balance in metabolic systems using structured neural-ODE processes
por: Rathod, Santanu, et al.
Publicado: (2024)

ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-Variable Context Encoding
por: Gudovskiy, Denis, et al.
Publicado: (2024)

MoRE-GNN: Multi-omics Data Integration with a Heterogeneous Graph Autoencoder
por: Wang, Zhiyu, et al.
Publicado: (2025)

ContextFlow: Training-Free Video Object Editing via Adaptive Context Enrichment
por: Chen, Yiyang, et al.
Publicado: (2025)

ContextFlow: Hierarchical Task-State Alignment for Long-Horizon Embodied Agents
por: Guo, Shuhan, et al.
Publicado: (2026)

Neural Bipartite Matching
por: Georgiev, Dobrik, et al.
Publicado: (2020)

SPHINX: Structural Prediction using Hypergraph Inference Network
por: Duta, Iulia, et al.
Publicado: (2024)

InfoFlow KV: Information-Flow-Aware KV Recomputation for Long Context
por: Teng, Xin, et al.
Publicado: (2026)

Is Flow Matching Just Trajectory Replay for Sequential Data?
por: Lim, Soon Hoe, et al.
Publicado: (2026)

RNA-FrameFlow: Flow Matching for de novo 3D RNA Backbone Design
por: Anand, Rishabh, et al.
Publicado: (2024)

CALF: Communication-Aware Learning Framework for Distributed Reinforcement Learning
por: Purves, Carlos, et al.
Publicado: (2026)

STFlow: Data-Coupled Flow Matching for Geometric Trajectory Simulation
por: Brinke, Kiet Bennema ten, et al.
Publicado: (2025)

Learning to Extract Context for Context-Aware LLM Inference
por: Kim, Minseon, et al.
Publicado: (2025)

Context-Aware Trajectory Anomaly Detection
por: Hu, Haoji, et al.
Publicado: (2024)

UmbraTTS: Adapting Text-to-Speech to Environmental Contexts with Flow Matching
por: Glazer, Neta, et al.
Publicado: (2025)

Low-Pass Flow Matching
por: Ruscio, Francesco M., et al.
Publicado: (2026)

Longitudinal Flow Matching for Trajectory Modeling
por: Islam, Mohammad Mohaiminul, et al.
Publicado: (2025)

Flow Matching for Posterior Inference with Simulator Feedback
por: Holzschuh, Benjamin, et al.
Publicado: (2024)

Inference-Time Compute Scaling For Flow Matching
por: Stecklov, Adam, et al.
Publicado: (2025)

Conditional Flow Matching for Bayesian Posterior Inference
por: Zhai, Percy S., et al.
Publicado: (2025)

Sharpen Your Flow: Sharpness-Aware Sampling for Flow Matching
por: Gupta, Aditi, et al.
Publicado: (2026)

Driving Reaction Trajectories via Latent Flow Matching
por: Shen, Yili, et al.
Publicado: (2026)

Metric Flow Matching for Smooth Interpolations on the Data Manifold
por: Kapuśniak, Kacper, et al.
Publicado: (2024)

CATP: Context-Aware Trajectory Prediction with Competition Symbiosis
por: Wu, Jiang, et al.
Publicado: (2024)

A machine learning approach to investigate regulatory control circuits in bacterial metabolic pathways
por: Bardozzo, Francesco, et al.
Publicado: (2020)

HardFlow: Hard-Constrained Sampling for Flow-Matching Models via Trajectory Optimization
por: Li, Zeyang, et al.
Publicado: (2025)

From Euler to Dormand-Prince: ODE Solvers for Flow Matching Generative Models
por: Xiao, Hao
Publicado: (2026)

Flow Matching on Symmetric Spaces
por: Ruscelli, Francesco, et al.
Publicado: (2026)

Uncertainty-Aware Distribution-to-Distribution Flow Matching for Scientific Imaging
por: Wu, Dongxia, et al.
Publicado: (2026)

Flow Matching for Count Data
por: Wei, Ganchao, et al.
Publicado: (2026)

Statistical Inference via Generative Models: Flow Matching and Causal Inference
por: Eguchi, Shinto
Publicado: (2026)

RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories
por: Shao, Huiyang, et al.
Publicado: (2025)

Feynman-Kac-Flow: Inference Steering of Conditional Flow Matching to an Energy-Tilted Posterior
por: Mark, Konstantin, et al.
Publicado: (2025)

Flow-Opt: Scalable Centralized Multi-Robot Trajectory Optimization with Flow Matching and Differentiable Optimization
por: Idoko, Simon, et al.
Publicado: (2025)

Symmetry and Generalisation in Neural Approximations of Renormalisation Transformations
por: Ashworth, Cassidy, et al.
Publicado: (2025)

TrajFlow: Nation-wide Pseudo GPS Trajectory Generation with Flow Matching Models
por: Li, Peiran, et al.
Publicado: (2026)

CosmoFlow: Scale-Aware Representation Learning for Cosmology with Flow Matching
por: Kannan, Sidharth, et al.
Publicado: (2025)

Flow Matching for Tabular Data Synthesis
por: Nasution, Bahrul Ilmi, et al.
Publicado: (2025)

HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs
por: Bazaga, Adrián, et al.
Publicado: (2024)