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cs.CV2024
FouRA: Fourier Low Rank Adaptation
Shubhankar Borse, Shreya Kadambi, Nilesh Prasad Pandey +7
While Low-Rank Adaptation (LoRA) has proven beneficial for efficiently fine-tuning large models, LoRA fine-tuned text-to-image diffusion models lack diversity in the generated imag…
cs.CV2023
DONNAv2 -- Lightweight Neural Architecture Search for Vision tasks
Sweta Priyadarshi, Tianyu Jiang, Hsin-Pai Cheng +3
With the growing demand for vision applications and deployment across edge devices, the development of hardware-friendly architectures that maintain performance during device deplo…