5 citations · 6 across the 10 of their papers we have counts for
4 papers · 1 filter
VAEVQ: Enhancing Discrete Visual Tokenization through Variational Modeling
Sicheng Yang, Xing Hu, Qiang Wu +1
Vector quantization (VQ) transforms continuous image features into discrete representations, providing compressed, tokenized inputs for generative models. However, VQ-based framewo…
K-Stain: Keypoint-Driven Correspondence for H&E-to-IHC Virtual Staining
Sicheng Yang, Zhaohu Xing, Haipeng Zhou +1
Virtual staining offers a promising method for converting Hematoxylin and Eosin (H&E) images into Immunohistochemical (IHC) images, eliminating the need for costly chemical process…
SegDINO: An Efficient Design for Medical and Natural Image Segmentation with DINO-V3
Sicheng Yang, Hongqiu Wang, Zhaohu Xing +2
The DINO family of self-supervised vision models has shown remarkable transferability, yet effectively adapting their representations for segmentation remains challenging. Existing…
CoC: Chain-of-Cancer based on Cross-Modal Autoregressive Traction for Survival Prediction
Haipeng Zhou, Sicheng Yang, Sihan Yang +3
Survival prediction aims to evaluate the risk level of cancer patients. Existing methods primarily rely on pathology and genomics data, either individually or in combination. From…