Stanislav Dereka

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Manifold Learning

Image Retrieval

Top Venues

Pattern Recognit. Lett.

Publications

Ivan Karpukhin, Stanislav Dereka, Sergey Kolesnikov
EXACT: How to train your accuracy. Pattern Recognit. Lett. 185 (2024)
Ivan Karpukhin, Stanislav Dereka, Sergey Kolesnikov
Probabilistic embeddings revisited. Vis. Comput. 40 (6) (2024)
Stanislav Dereka, Ivan Karpukhin, Sergey Kolesnikov
Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD Detection, Calibration, and Accuracy. CoRR (2023)
Maksim Zhdanov, Stanislav Dereka, Sergey Kolesnikov
Unveiling Empirical Pathologies of Laplace Approximation for Uncertainty Estimation. CoRR (2023)
Stanislav Dereka, Ivan Karpukhin, Sergey Kolesnikov
Deep Image Retrieval is not Robust to Label Noise. CoRR (2022)
Ivan Karpukhin, Stanislav Dereka, Sergey Kolesnikov
EXACT: How to Train Your Accuracy. CoRR (2022)
Ivan Karpukhin, Stanislav Dereka, Sergey Kolesnikov
Probabilistic Embeddings Revisited. CoRR (2022)
Stanislav Dereka, Ivan Karpukhin, Sergey Kolesnikov
Deep Image Retrieval is not Robust to Label Noise. CVPR Workshops (2022)