Pytorch

CreatiLayout: A New Paradigm for Layout-to-Image Generation

by
CreatiLayout: A New Paradigm for Layout-to-Image Generation

Introduction This paper shares the research titled CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation, proposed by Fudan University & ByteDance. It introduces a new paradigm for layout-to-image generation that supports controllable image generation under the MM-DiT framework based on layouts! Pytorch training camp, mastering code implementation in two weeks Comprehensive tutorials on various … Read more

Detailed Explanation of Attention Mechanism (With Code)

by
Detailed Explanation of Attention Mechanism (With Code)

The Attention mechanism is a technique in deep learning, particularly widely used in Natural Language Processing (NLP) and computer vision. Its core idea is to mimic the human attention mechanism, where humans focus on certain key parts of information while ignoring less important information. In machine learning models, this can help the model better capture … Read more