基本信息
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个人简介
My research focuses on image generation and editing. My favorite approach to research is to uncover hidden capabilities and properties of pretrained neural networks and algorithmically exploit these insights, or leverage them to train even better neural networks. An example of my recent work is EDICT (Exact Diffusion Inversion via Coupled Transformations) where we design an algorithm that modifies the generative process of diffusion models to be exactly invertible. We leverage this work for detail-preserving image-editing and will be releasing follow-ups soon
研究兴趣
论文共 9 篇作者统计合作学者相似作者
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引用量
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期刊级别
合作者
合作机构
CVPR 2023 (2023): 22532-22541
2023 IEEE/CVF International Conference on Computer Vision (ICCV) (2023): 7246-7256
CVPR 2024 (2023)
引用0浏览0EI引用
0
0
2021 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, CVPR 2021pp.1245-1254, (2021)
2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2019)no. 1 (2019): 3817-3826
作者统计
#Papers: 8
#Citation: 164
H-Index: 5
G-Index: 8
Sociability: 3
Diversity: 0
Activity: 0
合作学者
合作机构
D-Core
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