11 citations · 16 across the 13 of their papers we have counts for
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cs.CV2023★ 2 cited
BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models
Phuoc-Hoan Charles Le, Xinlin Li
With the increasing popularity and the increasing size of vision transformers (ViTs), there has been an increasing interest in making them more efficient and less computationally c…
cs.IT2023
Common Information Dimension
Osama Hanna, Xinlin Li, Suhas Diggavi +1
The exact common information between a set of random variables is defined as the minimum entropy of a shared random variable that allows for the exact distributive si…
cs.LG2023★ 1 cited
Mathematical Challenges in Deep Learning
Vahid Partovi Nia, Guojun Zhang, Ivan Kobyzev +8
Deep models are dominating the artificial intelligence (AI) industry since the ImageNet challenge in 2012. The size of deep models is increasing ever since, which brings new challe…