Search Results for author: Jianxin Sun

Found 8 papers, 2 papers with code

Ming-Lite-Uni: Advancements in Unified Architecture for Natural Multimodal Interaction

1 code implementation5 May 2025 Inclusion AI, Biao Gong, Cheng Zou, Dandan Zheng, Hu Yu, Jingdong Chen, Jianxin Sun, Junbo Zhao, Jun Zhou, Kaixiang Ji, Lixiang Ru, Libin Wang, Qingpei Guo, Rui Liu, Weilong Chai, Xinyu Xiao, Ziyuan Huang

We introduce Ming-Lite-Uni, an open-source multimodal framework featuring a newly designed unified visual generator and a native multimodal autoregressive model tailored for unifying vision and language.

multimodal interaction Text-to-Image Generation

Can Language Models Enable In-Context Database?

no code implementations4 Nov 2024 Yu Pan, Hongfeng Yu, Tianjiao Zhao, Jianxin Sun

A benchmark named InConDB is presented and extensive experiments are conducted to show the performance of different language models in enabling in-context database by varying the database encoding method, prompting method, operation type and input data distribution, revealing both the proficiency and limitations.

Question Answering RAG

Building Multi-Agent Copilot towards Autonomous Agricultural Data Management and Analysis

no code implementations31 Oct 2024 Yu Pan, Jianxin Sun, Hongfeng Yu, Joe Luck, Geng Bai, Nipuna Chamara, Yufeng Ge, Tala Awada

Current agricultural data management and analysis paradigms are to large extent traditional, in which data collecting, curating, integration, loading, storing, sharing and analyzing still involve too much human effort and know-how.

Management

Transforming Agriculture with Intelligent Data Management and Insights

no code implementations7 Nov 2023 Yu Pan, Jianxin Sun, Hongfeng Yu, Geng Bai, Yufeng Ge, Joe Luck, Tala Awada

At the same time, the sheer amount of data poses a great challenge to data storage and analysis, and the \textit{de facto} data management and analysis practices adopted by scientists have become increasingly inefficient.

Management

Freestyle 3D-Aware Portrait Synthesis Based on Compositional Generative Priors

no code implementations27 Jun 2023 Tianxiang Ma, Kang Zhao, Jianxin Sun, Yingya Zhang, Jing Dong

Efficiently generating a freestyle 3D portrait with high quality and 3D-consistency is a promising yet challenging task.

Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples

1 code implementation16 May 2023 Wan Jiang, Yunfeng Diao, He Wang, Jianxin Sun, Meng Wang, Richang Hong

Unfortunately, we find UEs provide a false sense of security, because they cannot stop unauthorized users from utilizing other unprotected data to remove the protection, by turning unlearnable data into learnable again.

AnyFace: Free-style Text-to-Face Synthesis and Manipulation

no code implementations CVPR 2022 Jianxin Sun, Qiyao Deng, Qi Li, Muyi Sun, Min Ren, Zhenan Sun

AnyFace can achieve high-quality, high-resolution, and high-diversity face synthesis and manipulation results without any constraints on the number and content of input captions.

Diversity Face Generation +3

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