Search Results for author: Jiamu Sheng

Found 3 papers, 1 papers with code

MovieLLM: Enhancing Long Video Understanding with AI-Generated Movies

no code implementations3 Mar 2024 Zhende Song, Chenchen Wang, Jiamu Sheng, Chi Zhang, Gang Yu, Jiayuan Fan, Tao Chen

The development of multimodal models has marked a significant step forward in how machines understand videos.

Video Understanding

Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification

1 code implementation15 Jun 2023 Jingyi Zhou, Jiamu Sheng, Jiayuan Fan, Peng Ye, Tong He, Bin Wang, Tao Chen

To address this issue, we propose a novel diffusion-based feature learning framework that explores Multi-Timestep Multi-Stage Diffusion features for HSI classification for the first time, called MTMSD.

Classification Hyperspectral Image Classification

JNDMix: JND-Based Data Augmentation for No-reference Image Quality Assessment

no code implementations20 Feb 2023 Jiamu Sheng, Jiayuan Fan, Peng Ye, JianJian Cao

Despite substantial progress in no-reference image quality assessment (NR-IQA), previous training models often suffer from over-fitting due to the limited scale of used datasets, resulting in model performance bottlenecks.

Data Augmentation No-Reference Image Quality Assessment +1

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