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Dahun Choi
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 7
Top Topics
Friendly Interface
Fpga Device
Quantization Error
Convolutional Neural Network
Top Venues
AICAS
ICEIC
ISOCC
J. Real Time Image Process.
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Publications
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Sangbeom Jeong
,
Dahun Choi
,
Hyun Kim
SRU-Q: Hardware-friendly Stochastic Rounding Unit-based Gradient Quantization for CNN Training.
AICAS
(2024)
Dahun Choi
,
Hyun Kim
GDS: Gradient Distribution Scaling-based Gradient Quantization for Low-complexity and Hardware-friendly Training of Instance Segmentation Models.
ICEIC
(2024)
Dahun Choi
,
Hyun Kim
ARC: Adaptive Rounding and Clipping Considering Gradient Distribution for Deep Convolutional Neural Network Training.
ISCAS
(2024)
Beom Jin Kang
,
Dahun Choi
,
Hyun Kim
Mixed Precision Quantization with Hardware-Friendly Activation Functions for Hybrid ViT Models.
ICEIC
(2024)
Hyeonseok Hong
,
Dahun Choi
,
Namjoon Kim
,
Haein Lee
,
Beom Jin Kang
,
Huibeom Kang
,
Hyun Kim
Survey of convolutional neural network accelerators on field-programmable gate array platforms: architectures and optimization techniques.
J. Real Time Image Process.
21 (3) (2024)
Dahun Choi
,
Hyun Kim
Hardware-Friendly Logarithmic Quantization with Mixed-Precision for MobileNetV2.
AICAS
(2022)
Dahun Choi
,
Hyun Kim
Hardware-friendly Log-scale Quantization for CNNs with Activation Functions Containing Negative Values.
ISOCC
(2021)