Search Results for author: Xueyan Niu

Found 3 papers, 1 papers with code

Extreme Video Compression with Pre-trained Diffusion Models

1 code implementation14 Feb 2024 Bohan Li, Yiming Liu, Xueyan Niu, Bo Bai, Lei Deng, Deniz Gündüz

The results showcase the potential of exploiting the temporal relations in video data using generative models.

Image Compression Video Compression

Extending Context Window of Large Language Models via Semantic Compression

no code implementations15 Dec 2023 Weizhi Fei, Xueyan Niu, Pingyi Zhou, Lu Hou, Bo Bai, Lei Deng, Wei Han

Transformer-based Large Language Models (LLMs) often impose limitations on the length of the text input to ensure the generation of fluent and relevant responses.

Few-Shot Learning Information Retrieval +3

High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models

no code implementations27 Sep 2023 Selim F. Yilmaz, Xueyan Niu, Bo Bai, Wei Han, Lei Deng, Deniz Gunduz

We consider the image transmission problem over a noisy wireless channel via deep learning-based joint source-channel coding (DeepJSCC) along with a denoising diffusion probabilistic model (DDPM) at the receiver.

Denoising

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