most citedComputational Limits of Low-Rank Adaptation (LoRA) Fine-Tuning for Transformer Models

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stat.ML2024

On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs)

Jerry Yao-Chieh Hu, Weimin Wu, Zhao Song +1

We investigate the statistical and computational limits of latent Diffusion Transformers (DiTs) under the low-dimensional linear latent space assumption. Statistically, we study th…