Search Results for author: Guoli Jia

Found 7 papers, 3 papers with code

Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices

no code implementations15 Oct 2024 Zhiyuan Ma, Yuzhu Zhang, Guoli Jia, Liangliang Zhao, Yichao Ma, Mingjie Ma, Gaofeng Liu, Kaiyan Zhang, Jianjun Li, BoWen Zhou

As one of the most popular and sought-after generative models in the recent years, diffusion models have sparked the interests of many researchers and steadily shown excellent advantage in various generative tasks such as image synthesis, video generation, molecule design, 3D scene rendering and multimodal generation, relying on their dense theoretical principles and reliable application practices.

Image Generation multimodal generation +2

Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking

no code implementations18 Jul 2024 Zhiyuan Ma, Guoli Jia, Biqing Qi, BoWen Zhou

Recently, stable diffusion (SD) models have typically flourished in the field of image synthesis and personalized editing, with a range of photorealistic and unprecedented images being successfully generated.

Image Generation

AdapEdit: Spatio-Temporal Guided Adaptive Editing Algorithm for Text-Based Continuity-Sensitive Image Editing

1 code implementation13 Dec 2023 Zhiyuan Ma, Guoli Jia, BoWen Zhou

With the great success of text-conditioned diffusion models in creative text-to-image generation, various text-driven image editing approaches have attracted the attentions of many researchers.

Text-to-Image Generation

DIP: Dual Incongruity Perceiving Network for Sarcasm Detection

1 code implementation CVPR 2023 Changsong Wen, Guoli Jia, Jufeng Yang

The distribution is generated from the latest data stored in the memory bank, which can adaptively model the difference of semantic similarity between sarcastic and non-sarcastic data.

Sarcasm Detection Semantic Similarity +1

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