2 papers
cs.CV2025
A Data Aggregation Visualization System supported by Processing-in-Memory
Junyoung Kim, Madhulika Balakumar, Kenneth Ross
Data visualization of aggregation queries is one of the most common ways of doing data exploration and data science as it can help identify correlations and patterns in the data. W…
cs.LG2024
FLARE: FP-Less PTQ and Low-ENOB ADC Based AMS-PiM for Error-Resilient, Fast, and Efficient Transformer Acceleration
Donghyeon Yi, Seoyoung Lee, Jongho Kim +4
Encoder-based transformers, powered by self-attention layers, have revolutionized machine learning with their context-aware representations. However, their quadratic growth in comp…