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Sohail A Dianat

2 accepted papers

2024

AMD: Automatic Multi-step Distillation of Large-scale Vision Models

ECCV 2024poster

"Transformer-based architectures have become the de-facto standard models for diverse vision tasks owing to their superior performance. As the size of these transformer-based models continues to scale up, model distillation becomes extremely important in real-world deployments, particularly on devic…

Cited by 8SourcePDFScholar
2024

Enhancing GAN Performance Through Neural Architecture Search and Tensor Decomposition

ICASSP 2024accepted

Generative Adversarial Networks (GANs) have emerged as a powerful tool for generating high-fidelity content. This paper presents a new training procedure that leverages Neural Architecture Search (NAS) to discover the optimal architecture for image generation while employing the Maximum Mean Discrep…

Cited by 0SourceScholar