12 citations · 40 across the 18 of their papers we have counts for
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cs.CV2022★ 11 cited
WaveMix: A Resource-efficient Neural Network for Image Analysis
Pranav Jeevan, Kavitha Viswanathan, Anandu A S +1
We propose a novel neural architecture for computer vision -- WaveMix -- that is resource-efficient and yet generalizable and scalable. While using fewer trainable parameters, GPU…
cs.CV2022★ 2 cited
WaveMix: Resource-efficient Token Mixing for Images
Pranav Jeevan, Amit Sethi
Although certain vision transformer (ViT) and CNN architectures generalize well on vision tasks, it is often impractical to use them on green, edge, or desktop computing due to the…
cs.CV2022★ 4 cited
Convolutional Xformers for Vision
Pranav Jeevan, Amit sethi
Vision transformers (ViTs) have found only limited practical use in processing images, in spite of their state-of-the-art accuracy on certain benchmarks. The reason for their limit…