Cover Image

FORTRESS: Function-composition Optimized Real-Time Resilient Structural Segmentation via Kolmogorov-Arnold Enhanced Spatial Attention Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Thrainer, Christina, Ferdaus, Md Meftahul, Abdelguerfi, Mahdi, Guetl, Christian, Sloan, Steven, Niles, Kendall N., Pathak, Ken
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Attention-Enhanced Prototypical Learning for Few-Shot Infrastructure Defect Segmentation
by: Thrainer, Christina, et al.
Published: (2025)

KARMA: Efficient Structural Defect Segmentation via Kolmogorov-Arnold Representation Learning
by: Ferdaus, Md Meftahul, et al.
Published: (2025)

KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional Elements
by: Ferdaus, Md Meftahul, et al.
Published: (2024)

Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network
by: Alshawi, Rasha, et al.
Published: (2024)

Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models
by: Ferdaus, Md Meftahul, et al.
Published: (2024)

VeloxNet: Efficient Spatial Gating for Lightweight Embedded Image Classification
by: Ferdaus, Md Meftahul, et al.
Published: (2026)

SHARP-Net: A Refined Pyramid Network for Deficiency Segmentation in Culverts and Sewer Pipes
by: Alshawi, Rasha, et al.
Published: (2024)

EfficientPENet: Real-Time Depth Completion from Sparse LiDAR via Lightweight Multi-Modal Fusion
by: Lopez, Johny J., et al.
Published: (2026)

Few-Shot Learning in Video and 3D Object Detection: A Survey
by: Ferdaus, Md Meftahul, et al.
Published: (2025)

DeltaSeg: Tiered Attention and Deep Delta Learning for Multi-Class Structural Defect Segmentation
by: Noguera, Enrique Hernandez, et al.
Published: (2026)

Edge-Optimized Vision-Language Models for Underground Infrastructure Assessment
by: Lopez, Johny J., et al.
Published: (2026)

Physics-Informed Neural Network Surrogate Models for River Stage Prediction
by: Zoch, Maximilian, et al.
Published: (2025)

Accelerating HEC-RAS: A Recurrent Neural Operator for Rapid River Forecasting
by: Holmberg, Edward, et al.
Published: (2025)

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

ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation
by: Gyanchandani, Bhavesh, et al.
Published: (2024)

CEST-KAN: Kolmogorov-Arnold Networks for CEST MRI Data Analysis
by: Wang, Jiawen, et al.
Published: (2024)

A Comprehensive Review of Phase-Averaged and Phase-Resolving Wave Models for Coastal Modeling Applications
by: Ferdaus, Md Meftahul, et al.
Published: (2025)

AI-Based Culvert-Sewer Inspection
by: Thrainer, Christina
Published: (2026)

Taylor expansion-based Kolmogorov-Arnold network for blind image quality assessment
by: Chen, Ze, et al.
Published: (2025)

SpectralKAN: Weighted Activation Distribution Kolmogorov-Arnold Network for Hyperspectral Image Change Detection
by: Wang, Yanheng, et al.
Published: (2024)

Hybridization of Attention UNet with Repeated Atrous Spatial Pyramid Pooling for Improved Brain Tumour Segmentation
by: Chowdhury, Satyaki Roy, et al.
Published: (2025)

Improving Generalizability of Kolmogorov-Arnold Networks via Error-Correcting Output Codes
by: Lee, Youngjoon, et al.
Published: (2025)

Efficient Brain Tumor Segmentation Using a Dual-Decoder 3D U-Net with Attention Gates (DDUNet)
by: Pajouh, Mohammad Mahdi Danesh
Published: (2025)

Towards Interpretable PolSAR Image Classification: Polarimetric Scattering Mechanism Informed Concept Bottleneck and Kolmogorov-Arnold Network
by: Zhang, Jinqi, et al.
Published: (2025)

Spatial-Frequency Dual Progressive Attention Network For Medical Image Segmentation
by: Zhou, Zhenhuan, et al.
Published: (2024)

EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation
by: Rahman, Md Mostafijur, et al.
Published: (2024)

AASeg: Attention Aware Network for Real Time Semantic Segmentation
by: Sagar, Abhinav
Published: (2021)

Adversarial Deep Learning for Simultaneous Segmentation of Ventricular and White Matter Hyperintensities in Clinical MRI
by: Bawil, Mahdi Bashiri, et al.
Published: (2025)

Hard Spatial Gating for Precision-Driven Brain Metastasis Segmentation: Addressing the Over-Segmentation Paradox in Deep Attention Networks
by: Prerona, Rowzatul Zannath
Published: (2025)

Reinforcement Learning in Financial Decision Making: A Systematic Review of Performance, Challenges, and Implementation Strategies
by: Hoque, Mohammad Rezoanul, et al.
Published: (2025)

From Attention to Frequency: Integration of Vision Transformer and FFT-ReLU for Enhanced Image Deblurring
by: Mahmud, Syed Mumtahin, et al.
Published: (2025)

CTseg: A Tool for Brain CT Segmentation, Spatial Normalisation, and Volumetrics
by: Brudfors, Mikael
Published: (2026)

3D SA-UNet: 3D Spatial Attention UNet with 3D Atrous Spatial Pyramid Pooling for White Matter Hyperintensities Segmentation
by: Guo, Changlu
Published: (2023)

Clinically-aligned Multi-modal Chest X-ray Classification
by: Sloan, Phillip, et al.
Published: (2025)

Experimental Framework for Generating Reliable Ground Truth for Laryngeal Spatial Segmentation Tasks
by: Ghasemzadeh, Hamzeh, et al.
Published: (2024)

Adenocarcinoma Segmentation Using Pre-trained Swin-UNet with Parallel Cross-Attention for Multi-Domain Imaging
by: Qayyum, Abdul, et al.
Published: (2024)

OSLO-IC: On-the-Sphere Learned Omnidirectional Image Compression with Attention Modules and Spatial Context
by: Wawerek-López, Paul, et al.
Published: (2025)

Assessment of Deep Learning Segmentation for Real-Time Free-Breathing Cardiac Magnetic Resonance Imaging at Rest and Under Exercise Stress
by: Schilling, Martin, et al.
Published: (2023)

Partial Decoder Attention Network with Contour-weighted Loss Function for Data-Imbalance Medical Image Segmentation
by: Huang, Zhengyong, et al.
Published: (2026)

Combined Channel and Spatial Attention-based Stereo Endoscopic Image Super-Resolution
by: Hayat, Mansoor, et al.
Published: (2023)