Stanislav Dereka

According to our database, Stanislav Dereka authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Identity Curvature Laplace Approximation for Improved Out-of-Distribution Detection.

Maksim Zhdanov, Stanislav Dereka, Sergey Kolesnikov

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Probabilistic embeddings revisited.

Ivan Karpukhin, Stanislav Dereka, Sergey Kolesnikov

Vis. Comput., June, 2024

EXACT: How to train your accuracy.

Ivan Karpukhin, Stanislav Dereka, Sergey Kolesnikov

Pattern Recognit. Lett., 2024

Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD Detection, Calibration, and Accuracy.

Stanislav Dereka, Ivan Karpukhin, Maksim Zhdanov, Sergey Kolesnikov

Proceedings of the IEEE International Conference on Image Processing, 2024

2023

Unveiling Empirical Pathologies of Laplace Approximation for Uncertainty Estimation.

Maksim Zhdanov, Stanislav Dereka, Sergey Kolesnikov

CoRR, 2023

Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD Detection, Calibration, and Accuracy.

Stanislav Dereka, Ivan Karpukhin, Sergey Kolesnikov

CoRR, 2023

2022

Deep Image Retrieval is not Robust to Label Noise.

Stanislav Dereka, Ivan Karpukhin, Sergey Kolesnikov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022