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Albert Eaton Shaw

2 accepted papers

2024

BrainBits: How Much of the Brain are Generative Reconstruction Methods Using?

NeurIPS 2024poster

When evaluating stimuli reconstruction results it is tempting to assume that higher fidelity text and image generation is due to an improved understanding of the brain or more powerful signal extraction from neural recordings. However, in practice, new reconstruction methods could improve performan…

Cited by 0SourcePDFScholar
2022

Squeezeformer: An Efficient Transformer for Automatic Speech Recognition

NeurIPS 2022accept

The recently proposed Conformer model has become the de facto backbone model for various downstream speech tasks based on its hybrid attention-convolution architecture that captures both local and global features. However, through a series of systematic studies, we find that the Conformer architectu…