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Noor Fathima

2 accepted papers

2026

Neodragon: Mobile Video Generation Using Diffusion Transformer

ICLR 2026poster

We propose Neogradon, a video DiT (Diffusion Transformer) designed to run on a low-power NPU present in devices such as phones and laptop computers. We demonstrate that, despite video transformers' huge memory and compute cost, mobile devices can run these models when carefully optimised for efficie…

Cited by 0SourcecodeScholar
2024

Clockwork Diffusion: Efficient Generation With Model-Step Distillation

CVPR 2024highlight

This work aims to improve the efficiency of text-to-image diffusion models. While diffusion models use computationally expensive UNet-based denoising operations in every generation step we identify that not all operations are equally relevant for the final output quality. In particular we observe th…