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Farnoush Rezaei Jafari

2 accepted papers

2024

MambaLRP: Explaining Selective State Space Sequence Models

NeurIPS 2024poster

Recent sequence modeling approaches using selective state space sequence models, referred to as Mamba models, have seen a surge of interest. These models allow efficient processing of long sequences in linear time and are rapidly being adopted in a wide range of applications such as language modelin…

2022

Adaptive Token Sampling for Efficient Vision Transformers

ECCV 2022poster

"While state-of-the-art vision transformer models achieve promising results in image classification, they are computationally expensive and require many GFLOPs. Although the GFLOPs of a vision transformer can be decreased by reducing the number of tokens in the network, there is no setting that is o…