Search Results for author: Yu Shu

Found 6 papers, 4 papers with code

Benchmarking Sequential Visual Input Reasoning and Prediction in Multimodal Large Language Models

1 code implementation20 Oct 2023 Mingwei Zhu, Leigang Sha, Yu Shu, Kangjia Zhao, Tiancheng Zhao, Jianwei Yin

Multimodal large language models (MLLMs) have shown great potential in perception and interpretation tasks, but their capabilities in predictive reasoning remain under-explored.

Activity Prediction Benchmarking +2

AutoAgents: A Framework for Automatic Agent Generation

1 code implementation29 Sep 2023 Guangyao Chen, Siwei Dong, Yu Shu, Ge Zhang, Jaward Sesay, Börje F. Karlsson, Jie Fu, Yemin Shi

Therefore, we introduce AutoAgents, an innovative framework that adaptively generates and coordinates multiple specialized agents to build an AI team according to different tasks.

Chinese Open Instruction Generalist: A Preliminary Release

2 code implementations17 Apr 2023 Ge Zhang, Yemin Shi, Ruibo Liu, Ruibin Yuan, Yizhi Li, Siwei Dong, Yu Shu, Zhaoqun Li, Zekun Wang, Chenghua Lin, Wenhao Huang, Jie Fu

Instruction tuning is widely recognized as a key technique for building generalist language models, which has attracted the attention of researchers and the public with the release of InstructGPT~\citep{ouyang2022training} and ChatGPT\footnote{\url{https://chat. openai. com/}}.

P-ODN: Prototype based Open Deep Network for Open Set Recognition

no code implementations6 May 2019 Yu Shu, Yemin Shi, Yao-Wei Wang, Tiejun Huang, Yonghong Tian

Predictors for new categories are added to the classification layer to "open" the deep neural networks to incorporate new categories dynamically.

Open Set Learning

ODN: Opening the Deep Network for Open-set Action Recognition

no code implementations23 Jan 2019 Yu Shu, Yemin Shi, Yao-Wei Wang, Yixiong Zou, Qingsheng Yuan, Yonghong Tian

Most of the existing action recognition works hold the \textit{closed-set} assumption that all action categories are known beforehand while deep networks can be well trained for these categories.

Open Set Action Recognition Temporal Action Localization

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