5 citations · 9 across the 6 of their papers we have counts for
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eess.AS2023★ 2 cited
Improved Training for End-to-End Streaming Automatic Speech Recognition Model with Punctuation
Hanbyul Kim, Seunghyun Seo, Lukas Lee +1
Punctuated text prediction is crucial for automatic speech recognition as it enhances readability and impacts downstream natural language processing tasks. In streaming scenarios,…
cs.LG2023
Efficient Storage of Fine-Tuned Models via Low-Rank Approximation of Weight Residuals
Simo Ryu, Seunghyun Seo, Jaejun Yoo
In this paper, we present an efficient method for storing fine-tuned models by leveraging the low-rank properties of weight residuals. Our key observation is that weight residuals…
cs.LG2023
Neural Attention Memory
Hyoungwook Nam, Seung Byum Seo
We propose a novel perspective of the attention mechanism by reinventing it as a memory architecture for neural networks, namely Neural Attention Memory (NAM). NAM is a memory stru…