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Publications

Peer-reviewed contributions.

Conference papers, workshop talks, and preprints — chronologically.

05 — Publications

Peer-reviewed contributions.

Papers, workshops and preprints — the slowest-moving but most rewarding part of the work.

2025
01
Workshop
CVPR Workshop on Efficient Deep Learning
Featured

Token-Aware Vision Transformers for Efficient Inference

MD. Faysal Islam Fahad, A. Chen, J. Smith

We present a learnable token-pruning module that adapts the computation graph of a Vision Transformer at inference.

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2024
02
Workshop
MICCAI Workshop

MAE Pretraining Across Medical Modalities

MD. Faysal Islam Fahad, R. Patel

Cross-modality masked autoencoder pretraining for medical image classification.

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2024
03
Preprint
arXiv preprint

Distilling YOLO for Edge Robotics

MD. Faysal Islam Fahad

A study of distillation strategies for compact object detectors targeting embedded hardware.

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