Kendall N. Niles

According to our database, Kendall N. Niles authored at least 19 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Few-Shot Learning in Video and 3D Object Detection: A Survey.

Md Meftahul Ferdaus, Kendall N. Niles, Joe Tom, Mahdi Abdelguerfi, Elias Ioup

ACM Comput. Surv., July, 2026

Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models.

Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Loup, Kendall N. Niles, Ken Pathak, Steven Sloan

ACM Comput. Surv., May, 2026

EfficientPENet: Real-Time Depth Completion from Sparse LiDAR via Lightweight Multi-Modal Fusion.

Johny Javier Lopez, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Anton Netchaev, Steven Sloan, Ken Pathak, Kendall N. Niles

CoRR, April, 2026

VeloxNet: Efficient Spatial Gating for Lightweight Embedded Image Classification.

Md Meftahul Ferdaus, Elias Ioup, Mahdi Abdelguerfi, Anton Netchaev, Steven Sloan, Ken Pathak, Kendall N. Niles

CoRR, March, 2026

2025

Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network.

Rasha Alshawi, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Pathak, Steven Sloan

IEEE Trans. Syst. Man Cybern. Syst., October, 2025

Attention-Enhanced Prototypical Learning for Few-Shot Infrastructure Defect Segmentation.

Christina Thrainer, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Christian Guetl, Steven Sloan, Kendall N. Niles, Ken Pathak

CoRR, October, 2025

KARMA: Efficient Structural Defect Segmentation via Kolmogorov-Arnold Representation Learning.

Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, Steven Sloan, Kendall N. Niles, Ken Pathak

CoRR, August, 2025

Accelerating HEC-RAS: A Recurrent Neural Operator for Rapid River Forecasting.

Ted Edward Holmberg, Pujan Pokhrel, Maximilian Zoch, Elias Ioup, Ken Pathak, Steven Sloan, Kendall N. Niles, Jay J. Ratcliff, Maik Flanagin, Christian Guetl, Julian Simeonov, Mahdi Abdelguerfi

CoRR, July, 2025

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

Christina Thrainer, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Christian Guetl, Steven Sloan, Kendall N. Niles, Ken Pathak

CoRR, July, 2025

Physics-Informed Neural Network Surrogate Models for River Stage Prediction.

Maximilian Zoch, Ted Edward Holmberg, Pujan Pokhrel, Ken Pathak, Steven Sloan, Kendall N. Niles, Jay J. Ratcliff, Maik Flanagin, Elias Ioup, Christian Guetl, Mahdi Abdelguerfi

CoRR, March, 2025

SHARP-Net: A Refined Pyramid Network for Deficiency Segmentation in Culverts and Sewer Pipes.

Rasha Alshawi, Md Meftahul Ferdaus, Md. Tamjidul Hoque, Kendall N. Niles, Ken Pathak, Steven Sloan

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Widened Attention-Enhanced Atrous Convolutional Network for Efficient Embedded Vision Applications under Resource Constraints.

Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Pathak, Joe Tom

Adv. Intell. Syst., 2025

2024

Application of Deep Learning for Segmenting Seepages in Levee Systems.

Manisha Panta, Padam Jung Thapa, Md. Tamjidul Hoque, Kendall N. Niles, Steven Sloan, Maik Flanagin, Ken Pathak, Mahdi Abdelguerfi

Remote. Sens., July, 2024

SHARP-Net: A Refined Pyramid Network for Deficiency Segmentation in Culverts and Sewer Pipes.

Rasha Alshawi, Md Meftahul Ferdaus, Md. Tamjidul Hoque, Kendall N. Niles, Ken Pathak, Steven Sloan, Mahdi Abdelguerfi

CoRR, 2024

Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models.

Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, Kendall N. Niles, Ken Pathak, Steven Sloan

CoRR, 2024

KANICE: Kolmogorov-Arnold Networks with Interactive Convolutional Elements.

Md Meftahul Ferdaus, Mahdi Abdelguerfi, Elias Ioup, David Dobson, Kendall N. Niles, Ken Pathak, Steven Sloan

Proceedings of the 4th International Conference on AI-ML Systems, 2024

2023

Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect Segmentation.

Rasha Alshawi, Md. Tamjidul Hoque, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Prathak, Joe Tom, Jordan Klein, Murtada Mousa, Johny Javier Lopez

CoRR, 2023

Dual-Stream Attention Transformers for Sewer Defect Classification.

Abdullah Al Redwan Newaz, Mahdi Abdelguerfi, Kendall N. Niles, Joe Tom

CoRR, 2023

Deep Learning Approach for Accurate Segmentation of Sand Boils in Levee Systems.

Manisha Panta, Md. Tamjidul Hoque, Kendall N. Niles, Joe Tom, Mahdi Abdelguerfi, Maik Flanagin

IEEE Access, 2023