S. Wickramasinghe

Research focus

Inference & Quantization (2)Computer Vision (1)Red-Teaming & Adversarial Robustness (1)Architecture Design (Transformers, SSMs, MoE) (1)

Frequent co-authors

Tian Ye (2)Sachini Wickramasinghe (1)C. Raghavendra (1)Cauligi Raghavendra (1)

Papers (2)

Mar 4, 2026

1w ago

ARMOR: Robust and Efficient CNN-Based SAR ATR through Model-Hardware Co-Design

Achieve up to 68x faster and 170x more energy-efficient SAR image recognition on FPGAs without sacrificing adversarial robustness, thanks to a new model-hardware co-design framework.

Sachini Wickramasinghe, S. Wickramasinghe, Tian Ye +4

Computer Vision Inference & Quantization Red-Teaming & Adversarial Robustness

Feb 21, 2026

3w ago

A Model-Hardware Co-design Framework for Robust and Efficient CNN-Based SAR ATR

Achieve 68x lower latency and 170x better energy efficiency for SAR ATR by jointly optimizing CNN model compression and FPGA accelerator design with a hardware-aware pruning strategy.

S. Wickramasinghe, Tian Ye, C. Raghavendra +1

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Interpretability & Mechanistic Interp

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S. Wickramasinghe

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)