Stanislav Dereka

11 papers A 1B 1Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enhancing Vision-Language Model Training with Reinforcement Learning in Synthetic Worlds for Real-World Success. CoRR George Bredis, Stanislav Dereka, Viacheslav Sinii, Ruslan Rakhimov, Daniil Gavrilov
2025	A	`conf`	Identity Curvature Laplace Approximation for Improved Out-of-Distribution Detection. WACV Maksim Zhdanov, Stanislav Dereka, Sergey Kolesnikov
2024	B	`conf`	Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD Detection, Calibration, and Accuracy. ICIP Stanislav Dereka, Ivan Karpukhin, Maksim Zhdanov, Sergey Kolesnikov
2024	J	`jnl`	EXACT: How to train your accuracy. Pattern Recognit. Lett. Ivan Karpukhin, Stanislav Dereka, Sergey Kolesnikov
2024	J	`jnl`	Probabilistic embeddings revisited. Vis. Comput. Ivan Karpukhin, Stanislav Dereka, Sergey Kolesnikov
2023	J	`jnl`	Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD Detection, Calibration, and Accuracy. CoRR Stanislav Dereka, Ivan Karpukhin, Sergey Kolesnikov
2023	J	`jnl`	Unveiling Empirical Pathologies of Laplace Approximation for Uncertainty Estimation. CoRR Maksim Zhdanov, Stanislav Dereka, Sergey Kolesnikov
2022	—	`conf`	Deep Image Retrieval is not Robust to Label Noise. CVPR Workshops Stanislav Dereka, Ivan Karpukhin, Sergey Kolesnikov
2022	J	`jnl`	Deep Image Retrieval is not Robust to Label Noise. CoRR Stanislav Dereka, Ivan Karpukhin, Sergey Kolesnikov
2022	J	`jnl`	EXACT: How to Train Your Accuracy. CoRR Ivan Karpukhin, Stanislav Dereka, Sergey Kolesnikov
2022	J	`jnl`	Probabilistic Embeddings Revisited. CoRR Ivan Karpukhin, Stanislav Dereka, Sergey Kolesnikov