Pavel Chernakov

According to our database, Pavel Chernakov authored at least 4 papers between 2024 and 2026.

Collaborative distances:

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

2026

An Agentic LLM Framework for Adverse Media Screening in AML Compliance.

Pavel Chernakov, Sasan Jafarnejad, Raphaël Frank

CoRR, February, 2026

2025

When Unsupervised Domain Adaptation meets One-class Anomaly Detection: Addressing the Two-fold Unsupervised Curse by Leveraging Anomaly Scarcity.

Nesryne Mejri, Enjie Ghorbel, Anis Kacem, Pavel Chernakov, Niki Maria Foteinopoulou, Djamila Aouada

CoRR, February, 2025

2024

Unsupervised anomaly detection in time-series: An extensive evaluation and analysis of state-of-the-art methods.

Nesryne Mejri, Laura Lopez-Fuentes, Kankana Roy, Pavel Chernakov, Enjie Ghorbel, Djamila Aouada

Expert Syst. Appl., 2024

Facial Region-Based Ensembling for Unsupervised Temporal Deepfake Localization.

Nesryne Mejri, Pavel Chernakov, Polina Kuleshova, Enjie Ghorbel, Djamila Aouada

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024