:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Noguera, Enrique Hernández, Ferdaus, Md Meftahul, Ioup, Elias, Abdelguerfi, Mahdi, Simeonov, Julian
Format:	Preprint
Published:	2026
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2605.09096
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

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

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

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

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

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

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

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

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

A Knowledge-Graph Translation Layer for Mission-Aware Multi-Agent Path Planning in Spatiotemporal Dynamics
by: Holmberg, Edward, et al.
Published: (2025)

A machine‐learning and data assimilation forecasting framework for surface waves
by: Pujan Pokhrel, et al.
Published: (2024)

STROOBnet Optimization via GPU-Accelerated Proximal Recurrence Strategies
by: Holmberg, Ted Edward, et al.
Published: (2024)

Knowledge Graph-Based Multi-Agent Path Planning in Dynamic Environments using WAITR
by: Holmberg, Ted Edward, et al.
Published: (2024)

A Stochastic Geo-spatiotemporal Bipartite Network to Optimize GCOOS Sensor Placement Strategies
by: Holmberg, Ted Edward, et al.
Published: (2024)

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

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

SpectraNet: FFT-assisted Deep Learning Classifier for Deepfake Face Detection
by: Jayarathne, Nithira, et al.
Published: (2025)

FORTRESS: Function-composition Optimized Real-Time Resilient Structural Segmentation via Kolmogorov-Arnold Enhanced Spatial Attention Networks
by: Thrainer, Christina, et al.
Published: (2025)

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

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

An algorithm for modelling differential processes utilising a ratio‐coupled loss
by: Austin B. Schmidt, et al.
Published: (2026)

Enhancing Few-Shot Classification of Benchmark and Disaster Imagery with ABHFA-Net
by: Lee, Gao Yu, et al.
Published: (2025)

AppleCiDEr II: SpectraNet -- A Deep Learning Network for Spectroscopic Data
by: Xu, Maojie, et al.
Published: (2025)

DRACO-DehazeNet: An Efficient Image Dehazing Network Combining Detail Recovery and a Novel Contrastive Learning Paradigm
by: Lee, Gao Yu, et al.
Published: (2024)

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

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

FluxNet: Learning Capacity-Constrained Local Transport Operators for Conservative and Bounded PDE Surrogates
by: Lan, Zishuo, et al.
Published: (2026)

Foundation Models for Clean Energy Forecasting: A Comprehensive Review
by: Ferdaus, Md Meftahul, et al.
Published: (2025)

ANROT-HELANet: Adverserially and Naturally Robust Attention-Based Aggregation Network via The Hellinger Distance for Few-Shot Classification
by: Lee, Gao Yu, et al.
Published: (2025)

Dehazing Remote Sensing and UAV Imagery: A Review of Deep Learning, Prior-based, and Hybrid Approaches
by: Lee, Gao Yu, et al.
Published: (2024)

From Bytes to Ideas: Language Modeling with Autoregressive U-Nets
by: Videau, Mathurin, et al.
Published: (2025)

DRIFT-Net: A Spectral--Coupled Neural Operator for PDEs Learning
by: Li, Jiayi, et al.
Published: (2025)

ENMA: Tokenwise Autoregression for Generative Neural PDE Operators
by: Koupaï, Armand Kassaï, et al.
Published: (2025)

SFO: Learning PDE Operators via Spectral Filtering
by: Koren, Noam, et al.
Published: (2026)

SGNO: Spectral Generator Neural Operators for Stable Long Horizon PDE Rollouts
by: Li, Jiayi, et al.
Published: (2026)

Homological mirror symmetry for orbifold log Calabi-Yau surfaces
by: Simeonov, Bogdan
Published: (2026)

Quantum Potential from the Material Derivative of the Osmotic Velocity: A Two-Fluid Madelung Framework
by: Simeonov, Lachezar
Published: (2025)

Derivation of Schrodinger's equation from the Hamilton-Jacobi and the Eikonal equations
by: Simeonov, Lachezar S.
Published: (2024)

Intuitive Derivation of the Coriolis Force
by: Simeonov, Lachezar S.
Published: (2024)

SpectraKAN: Conditioning Spectral Operators
by: Cheng, Chun-Wun, et al.
Published: (2026)