3 papers
cs.LG2026
PRAGMA: Revolut Foundation Model
Maxim Ostroukhov, Ruslan Mikhailov, Vladimir Iashin +10
Modern financial systems generate vast quantities of transactional and event-level data that encode rich economic signals. This paper presents PRAGMA, a family of foundation models…
cs.CV2025
Video Object Segmentation-Aware Audio Generation
Ilpo Viertola, Vladimir Iashin, Esa Rahtu
Existing multimodal audio generation models often lack precise user control, which limits their applicability in professional Foley workflows. In particular, these models focus on…
cs.CV2025
Self-supervised Learning on Camera Trap Footage Yields a Strong Universal Face Embedder
Vladimir Iashin, Horace Lee, Dan Schofield +1
Camera traps are revolutionising wildlife monitoring by capturing vast amounts of visual data; however, the manual identification of individual animals remains a significant bottle…