Oddbean new post about | logout
 📝 Prototype-Based Aleatoric Uncertainty Quantification for Cross-Modal Retrieval 🔭

"Proposes a novel Prototype-based Aleatoric Uncertainty Quantification (PAU) framework to provide trustworthy predictions by quantifying the uncertainty arisen from the inherent data ambiguity." [gal30b+] 🤖 #CV

⚙️ https://github.com/leolee99/PAU
🔗 https://arxiv.org/abs/2309.17093v1 #arxiv

https://creative.ai/system/media_attachments/files/111/169/750/782/934/366/original/7610d236613e48b2.jpg

https://creative.ai/system/media_attachments/files/111/169/750/844/598/621/original/7502da3207060b58.jpg

https://creative.ai/system/media_attachments/files/111/169/750/898/280/807/original/b4868bee2721db40.jpg

https://creative.ai/system/media_attachments/files/111/169/750/954/374/091/original/00827dbf5f7c6c2a.jpg