Exploring the Next Generation of Data


Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models
Yuxiang Lin,
Jingdong Sun,
Zhi-Qi Cheng,
Jue Wang,
Haomin Liang,
Zebang Cheng,
Yifei Dong,
Jun-Yan He,
Xiaojiang Peng,
Xian-Sheng Hua
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Lin_2025_CVPR, author = {Lin, Yuxiang and Sun, Jingdong and Cheng, Zhi-Qi and Wang, Jue and Liang, Haomin and Cheng, Zebang and Dong, Yifei and He, Jun-Yan and Peng, Xiaojiang and Hua, Xian-Sheng}, title = {Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5196-5206} }

Prototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data
Ekaterina Redekop,
Mara Pleasure,
Vedrana Ivezic,
Zichen Wang,
Kimberly Flores,
Anthony Sisk,
William Speier,
Corey Arnold
[pdf] [arXiv]
[bibtex]
@InProceedings{Redekop_2025_CVPR, author = {Redekop, Ekaterina and Pleasure, Mara and Ivezic, Vedrana and Wang, Zichen and Flores, Kimberly and Sisk, Anthony and Speier, William and Arnold, Corey}, title = {Prototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5187-5195} }

CACP: Context-Aware Copy-Paste to Enrich Image Content for Data Augmentation
Qiushi Guo,
Shaoxiang Wang,
Chunpeng Chang,
Jason Rambach
[pdf]
[bibtex]
@InProceedings{Guo_2025_CVPR, author = {Guo, Qiushi and Wang, Shaoxiang and Chang, Chunpeng and Rambach, Jason}, title = {CACP: Context-Aware Copy-Paste to Enrich Image Content for Data Augmentation}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5177-5186} }