Mariia Seleznova

11 papers A* 2Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Latent Structure Emergence in Diffusion Models via Confidence-Based Filtering. CoRR Wei Wei, Yizhou Zeng, Kuntian Chen, Sophie Langer, Mariia Seleznova, Hung-Hsu Chou
2025	J	`jnl`	GradPCA: Leveraging NTK Alignment for Reliable Out-of-Distribution Detection. CoRR Mariia Seleznova, Hung-Hsu Chou, Claudio Mayrink Verdun, Gitta Kutyniok
2025	J	`jnl`	Revisiting Glorot Initialization for Long-Range Linear Recurrences. CoRR Noga Bar, Mariia Seleznova, Yotam Alexander, Gitta Kutyniok, Raja Giryes
2023	A*	`conf`	Neural (Tangent Kernel) Collapse. NeurIPS Mariia Seleznova, Dana Weitzner, Raja Giryes, Gitta Kutyniok, Hung-Hsu Chou
2023	J	`jnl`	Neural (Tangent Kernel) Collapse. CoRR Mariia Seleznova, Dana Weitzner, Raja Giryes, Gitta Kutyniok, Hung-Hsu Chou
2022	A*	`conf`	Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization. ICML Mariia Seleznova, Gitta Kutyniok
2022	J	`jnl`	Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization. CoRR Mariia Seleznova, Gitta Kutyniok
2021	—	`conf`	Analyzing Finite Neural Networks: Can We Trust Neural Tangent Kernel Theory? MSML Mariia Seleznova, Gitta Kutyniok
2020	J	`jnl`	Analyzing Finite Neural Networks: Can We Trust Neural Tangent Kernel Theory? CoRR Mariia Seleznova, Gitta Kutyniok
2020	J	`jnl`	Guided Exploration of User Groups. Proc. VLDB Endow. Mariia Seleznova, Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Eric Simon
2018	J	`jnl`	Towards Large-Scale Exploratory Search over Heterogeneous Sources. CoRR Mariia Seleznova, Anton Belyy, Aleksei Sholokhov