Search Results for author: Weichen Fan

Found 5 papers, 3 papers with code

Link-Context Learning for Multimodal LLMs

1 code implementation15 Aug 2023 Yan Tai, Weichen Fan, Zhao Zhang, Feng Zhu, Rui Zhao, Ziwei Liu

The ability to learn from context with novel concepts, and deliver appropriate responses are essential in human conversations.

Few-Shot Learning In-Context Learning +1

Hierarchy Flow For High-Fidelity Image-to-Image Translation

1 code implementation14 Aug 2023 Weichen Fan, Jinghuan Chen, Ziwei Liu

In this work, we propose Hierarchy Flow, a novel flow-based model to achieve better content preservation during translation.

Image-to-Image Translation Style Transfer +1

StyleFlow For Content-Fixed Image to Image Translation

1 code implementation5 Jul 2022 Weichen Fan, Jinghuan Chen, Jiabin Ma, Jun Hou, Shuai Yi

We evaluate our model in several I2I translation benchmarks, and the results show that the proposed model has advantages over previous methods in both strongly constrained and normally constrained tasks.

Colorization Image-to-Image Translation +2

InvNorm: Domain Generalization for Object Detection in Gastrointestinal Endoscopy

no code implementations5 May 2022 Weichen Fan, Yuanbo Yang, Kunpeng Qiu, Shuo Wang, Yongxin Guo

Therefore, to address the generalization problem in GI(Gastrointestinal) endoscopy, we propose a multi-domain GI dataset and a light, plug-in block called InvNorm(Invertible Normalization), which could achieve a better generalization performance in any structure.

Domain Generalization Ethics +3

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