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cs.CV2025
On-device Sora: Enabling Training-Free Diffusion-based Text-to-Video Generation for Mobile Devices
Bosung Kim, Kyuhwan Lee, Isu Jeong +3
We present On-device Sora, the first model training-free solution for diffusion-based on-device text-to-video generation that operates efficiently on smartphone-grade devices. To a…
cs.CV2025
On-device Sora: Enabling Training-Free Diffusion-based Text-to-Video Generation for Mobile Devices
Bosung Kim, Kyuhwan Lee, Isu Jeong +3
We present On-device Sora, the first model training-free solution for diffusion-based on-device text-to-video generation that operates efficiently on smartphone-grade devices. To a…
cs.CV2024
Designing Extremely Memory-Efficient CNNs for On-device Vision Tasks
Jaewook Lee, Yoel Park, Seulki Lee
In this paper, we introduce a memory-efficient CNN (convolutional neural network), which enables resource-constrained low-end embedded and IoT devices to perform on-device vision t…