Yiyang Ma
Yiyang Ma has 2 papers in our library, in 2024, most of them on Vision & language, Language models & pretraining; often with Chengyue Wu, Wen Liu, Xiaokang Chen.
OpenAlex · ORCID · h-index 17 · 47 works · 1,912 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 153 times in our library · ⭐ Paper Stars ranking: #4501
Affiliations
Concepts, shelves and topics
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Vision & language · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding (2024 · 135 citations)
DeepSeek-VL2 is a family of open vision-language models. It pairs a sparse Mixture-of-Experts language backbone with a more flexible image encoder, with the goal of better multimodal quality without raising per-token compute. Its predecessor, DeepSeek-VL, worked only at fixed input resolutions, which hurt performance… - Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation (2024 · 100 citations)
Unified multimodal models such as Chameleon typically use one visual encoder for both image understanding and image generation.
Co-authors here
- Chengyue Wu ×2
- Wen Liu ×2
- Xiaokang Chen ×2
- Xingchao Liu ×2
- Zhenda Xie ×2
- Zhiyu Wu ×2
- Zizheng Pan ×2
- Bingxuan Wang
- Chong Ruan
- Damai Dai
- Huazuo Gao
- Ping Luo
Venues
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition: IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2024
Cited by
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