# On the Interplay of Curvature, Calibration and Out-of-Distribution Generalization: Insights from SAM and Focal Loss Analyses

Canonical HTML: https://hiroki11x.github.io/publications/curvature-calibration-and-ood-generalization/

- Authors: Hiroki Naganuma, Masanari Kimura
- Venue: ICCV 2023 Workshop on Uncertainty Quantification for Computer Vision (UNCV 2023)
- Date: 2023-10
- Research areas: [Optimization for Machine Learning](https://hiroki11x.github.io/research/#optimization) · [Generalization and Foundation Models](https://hiroki11x.github.io/research/#generalization-foundation-models)

## Abstract

See the original research record for the abstract.

## Primary research links

- [Workshop](https://uncv2023.github.io/)
- [Poster](https://hiroki11x.github.io/files/poster/UNCV_Curvature.pdf)