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Razvan Pascanu — most-cited papers & profile · Time Series
← authors
·
overview
Razvan Pascanu
46
papers ·
111
citations ·
61
h-index
National University of Singapore · Google DeepMind (United Kingdom) · Google (United Kingdom) · Centre Universitaire de Mila · Imperial College London
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Most-cited papers
MS-SSM: A Multi-Scale State Space Model for Efficient Sequence Modeling
2025
Low-pass Recurrent Neural Networks - A memory architecture for longer-term correlation discovery
2018
Relational recurrent neural networks
2018
Improving the Gating Mechanism of Recurrent Neural Networks
2019
Universality of Linear Recurrences Followed by Non-linear Projections: Finite-Width Guarantees and Benefits of Complex Eigenvalues
2023
Transformers need glasses! Information over-squashing in language tasks
2024
State Soup: In-Context Skill Learning, Retrieval and Mixing
2024
TRecViT: A Recurrent Video Transformer
2024
Top co-authors
Caglar Gulcehre
· 2
Mahdi Karami
· 2
Adam Santoro
· 1
Albert Gu
· 1
Alex Vitvitskyi
· 1
Ali Behrouz
· 1
Andrea Banino
· 1
Antonio Orvieto
· 1
Artem Zholus
· 1
Chuhan Zhang
· 1
Daan Wierstra
· 1
David Raposo
· 1
Topics
cs.LG
Uncategorized
cs.NE
cs.CL
cs.AI
cs.CV