Wesam A. Sakla

According to our database, Wesam A. Sakla authored at least 16 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Improving Robustness In Sparse Autoencoders via Masked Regularization.

Vivek Sivaraman Narayanaswamy, Kowshik Thopalli, Bhavya Kailkhura, Wesam A. Sakla

CoRR, April, 2026

ProtAlign: Contrastive learning paradigm for Sequence and structure alignment.

Aditya Ranganath, Hasin Us Sami, Kowshik Thopalli, Bhavya Kailkhura, Wesam A. Sakla

CoRR, March, 2026

2025

Interpretable and Steerable Concept Bottleneck Sparse Autoencoders.

Akshay Kulkarni, Tsui-Wei Weng, Vivek Sivaraman Narayanaswamy, Shusen Liu, Wesam A. Sakla, Kowshik Thopalli

CoRR, December, 2025

Leveraging Registers in Vision Transformers for Robust Adaptation.

Srikar Yellapragada, Kowshik Thopalli, Vivek Sivaraman Narayanaswamy, Wesam A. Sakla, Yang Liu, Yamen Mubarka, Dimitris Samaras, Jayaraman J. Thiagarajan

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

VERIRAG: Healthcare Claim Verification via Statistical Audit in Retrieval-Augmented Generation.

Shubham Mohole, Hongjun Choi, Shusen Liu, Christine Klymko, Shashank Kushwaha, Derek Shi, Wesam A. Sakla, Sainyam Galhotra, Ruben Glatt

Proceedings of the 16th ACM International Conference on Bioinformatics, 2025

2024

On the Use of Anchoring for Training Vision Models.

Vivek Sivaraman Narayanaswamy, Kowshik Thopalli, Rushil Anirudh, Yamen Mubarka, Wesam A. Sakla, Jayaraman J. Thiagarajan

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

On-the-fly Object Detection using StyleGAN with CLIP Guidance.

Yuzhe Lu, Shusen Liu, Jayaraman J. Thiagarajan, Wesam A. Sakla, Rushil Anirudh

CoRR, 2022

2021

Generative Information Fusion.

Kenneth Tran, Wesam A. Sakla, Hamid Krim

Proceedings of the IEEE International Conference on Acoustics, 2021

2019

Remote Sensor Design for Visual Recognition With Convolutional Neural Networks.

Lucas Jaffe, Michael E. Zelinski, Wesam A. Sakla

IEEE Trans. Geosci. Remote. Sens., 2019

Nonlinear Multi-scale Super-resolution Using Deep Learning.

Kenneth Tran, Ashkan Panahi, Aniruddha Adiga, Wesam A. Sakla, Hamid Krim

Proceedings of the IEEE International Conference on Acoustics, 2019

Semantic Segmentation of Clouds in Satellite Imagery Using Deep Pre-trained U-Nets.

Cindy Gonzales, Wesam A. Sakla

Proceedings of the 48th IEEE Applied Imagery Pattern Recognition Workshop, 2019

2018

Metric Driven Classification: A Non-Parametric Approach Based on the Henze-Penrose Test Statistic.

Sally Ghanem, Hamid Krim, Hamilton Scott Clouse, Wesam A. Sakla

IEEE Trans. Image Process., 2018

2017

Deep Multi-modal Vehicle Detection in Aerial ISR Imagery.

Wesam A. Sakla, Goran Konjevod, T. Nathan Mundhenk

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

2016

Non-parametric bounds on the nearest neighbor classification accuracy based on the Henze-Penrose metric.

Sally Ghanem, Erik Skau, Hamid Krim, Hamilton Scott Clouse, Wesam A. Sakla

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning.

T. Nathan Mundhenk, Goran Konjevod, Wesam A. Sakla, Kofi Boakye

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Weighted Nonlinear Line Attractor for Complex Manifold Learning.

Theus H. Aspiras, Vijayan K. Asari, Wesam A. Sakla

Proceedings of the Computational Intelligence - International Joint Conference, 2015