Imagen de Portada

TopoU-Net: a U-Net architecture for topological domains

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Gaurav, Gaurav, ALJabea, Ibrahem, Zakomornyy, Yaroslav, Frank, Eric, Elhamdadi, Mohamed, Papamarkou, Theodore, Hajij, Mustafa
Formato:	Preprint
Publicado:	2026
Materias:	Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Combinatorial Complexes: Bridging the Gap Between Cell Complexes and Hypergraphs
por: Hajij, Mustafa, et al.
Publicado: (2023)

Probability-Generating Function Kernels for Spherical Data
por: Papamarkou, Theodore, et al.
Publicado: (2021)

ReconU-Net: a direct PET image reconstruction using U-Net architecture with back projection-induced skip connection
por: Hashimoto, Fumio, et al.
Publicado: (2023)

IAUNet: Instance-Aware U-Net
por: Prytula, Yaroslav, et al.
Publicado: (2025)

EU-Nets: Enhanced, Explainable and Parsimonious U-Nets
por: Sun, B., et al.
Publicado: (2025)

TopoBench: A Framework for Benchmarking Topological Deep Learning
por: Telyatnikov, Lev, et al.
Publicado: (2024)

Integrating Project Spatial Coordinates into Pavement Management Prioritization
por: Hanandeh, Shadi, et al.
Publicado: (2018)

Copresheaf Topological Neural Networks: A Generalized Deep Learning Framework
por: Hajij, Mustafa, et al.
Publicado: (2025)

Model-agnostic variable importance for predictive uncertainty: an entropy-based approach
por: Wood, Danny, et al.
Publicado: (2023)

Architectures of Topological Deep Learning: A Survey of Message-Passing Topological Neural Networks
por: Papillon, Mathilde, et al.
Publicado: (2023)

Exploring Secure Machine Learning Through Payload Injection and FGSM Attacks on ResNet-50
por: Yadav, Umesh, et al.
Publicado: (2025)

U-NetMN and SegNetMN: Modified U-Net and SegNet models for bimodal SAR image segmentation
por: Kzadri, Marwane, et al.
Publicado: (2025)

Spatial-Aware Decision-Making with Ring Attractors in Reinforcement Learning Systems
por: Saura, Marcos Negre, et al.
Publicado: (2024)

Bridging Spectral Operator Learning and U-Net Hierarchies: SpectraNet for Stable Autoregressive PDE Surrogates
por: Noguera, Enrique Hernández, et al.
Publicado: (2026)

The Fundamental Limits of Fraud Detection in Card Payment Networks
por: Dhama, Gaurav
Publicado: (2026)

Fraud Type Decomposition and the Observation-Mechanism Taxonomy:Class-Specific Detection Limits in Payment Networks
por: Dhama, Gaurav
Publicado: (2026)

Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better
por: Menghani, Gaurav
Publicado: (2021)

Multi-Modality Conditioned Variational U-Net for Field-of-View Extension in Brain Diffusion MRI
por: Li, Zhiyuan, et al.
Publicado: (2024)

TrustEMG-Net: Using Representation-Masking Transformer with U-Net for Surface Electromyography Enhancement
por: Wang, Kuan-Chen, et al.
Publicado: (2024)

Surrogate modeling of Cellular-Potts Agent-Based Models as a segmentation task using the U-Net neural network architecture
por: Comlekoglu, Tien, et al.
Publicado: (2025)

Obstacle-aware Gaussian Process Regression
por: Shrivastava, Gaurav
Publicado: (2024)

Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts
por: Pic, Romain, et al.
Publicado: (2024)

TopoX: A Suite of Python Packages for Machine Learning on Topological Domains
por: Hajij, Mustafa, et al.
Publicado: (2024)

HUTFormer: Hierarchical U-Net Transformer for Long-Term Traffic Forecasting
por: Shao, Zezhi, et al.
Publicado: (2023)

Multi-Scale Protein Structure Modelling with Geometric Graph U-Nets
por: Liu, Chang, et al.
Publicado: (2025)

TopoNets: High Performing Vision and Language Models with Brain-Like Topography
por: Deb, Mayukh, et al.
Publicado: (2025)

Causal Label Recovery in Payment Networks
por: Dhama, Gaurav
Publicado: (2026)

Conservative & Aggressive NaNs Accelerate U-Nets for Neuroimaging
por: Gonzalez-Pepe, Inés, et al.
Publicado: (2026)

Accounts of using the Tustin-Net architecture on a rotary inverted pendulum
por: van Esch, Stijn, et al.
Publicado: (2024)

Topology-Agnostic Graph U-Nets for Scalar Field Prediction on Unstructured Meshes
por: Ferguson, Kevin, et al.
Publicado: (2024)

A Multi-Fidelity Graph U-Net Model for Accelerated Physics Simulations
por: Gladstone, Rini Jasmine, et al.
Publicado: (2024)

Kernel-U-Net: Multivariate Time Series Forecasting using Custom Kernels
por: You, Jiang, et al.
Publicado: (2024)

Learning K-U-Net with constant complexity: An Application to time series forecasting
por: You, Jiang, et al.
Publicado: (2024)

A Novel Framework using Intuitionistic Fuzzy Logic with U-Net and U-Net++ Architecture: A case Study of MRI Bain Image Segmentation
por: Verma, Hanuman, et al.
Publicado: (2026)

Topotein: Topological Deep Learning for Protein Representation Learning
por: Wang, Zhiyu, et al.
Publicado: (2025)

Auto-Regressive U-Net for Full-Field Prediction of Shrinkage-Induced Damage in Concrete
por: Gaynutdinova, Liya, et al.
Publicado: (2025)

K-SAM: A Prompting Method Using Pretrained U-Net to Improve Zero Shot Performance of SAM on Lung Segmentation in CXR Images
por: Deriche, Mohamed, et al.
Publicado: (2024)

Efficient Algorithms for Logistic Contextual Slate Bandits with Bandit Feedback
por: Goyal, Tanmay, et al.
Publicado: (2025)

From Novelty to Imitation: Self-Distilled Rewards for Offline Reinforcement Learning
por: Chaudhary, Gaurav, et al.
Publicado: (2025)

TEACH: Temporal Variance-Driven Curriculum for Reinforcement Learning
por: Chaudhary, Gaurav, et al.
Publicado: (2025)