Nam Joon Kim

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Pruning Methods

Convolutional Neural Networks

Top Venues

IEEE Trans. Multim.

Publications

Kyudan Jung, Seungmin Bae, Nam Joon Kim, Jaepil Lim, Hyun Gon Ryu, Hyuk-Jae Lee
Enhancing ASR Performance through Relative Word Frequency in OCR and Normal Word Frequency Analysis. AICAS (2024)
Nam Joon Kim, Hyun Kim
Trunk Pruning: Highly Compatible Channel Pruning for Convolutional Neural Networks Without Fine-Tuning. IEEE Trans. Multim. 26 (2024)
Kyudan Jung, Nam Joon Kim, Hyun Gon Ryu, Hyuk-Jae Lee
Analysis about Theoretical Foundations for Method to Enhancing ASR Performance using OCR Word Frequency Differences. CoRR (2024)
Kyudan Jung, Seungmin Bae, Nam Joon Kim, Hyun Gon Ryu, Hyuk-Jae Lee
Improving ASR Performance with OCR Through Using Word Frequency Difference. ICEIC (2024)
Gilha Lee, Nam Joon Kim, Hyun Kim
GPIL: Gradient with PseudoInverse Learning for High Accuracy Fine-Tuning. AICAS (2023)
Nam Joon Kim, Hyun Kim
AGT: Channel Pruning Using Adaptive Gradient Training for Accelerating Convolutional Neural Networks. ICEIC (2023)
Nam Joon Kim, Hyun Kim
FP-AGL: Filter Pruning With Adaptive Gradient Learning for Accelerating Deep Convolutional Neural Networks. IEEE Trans. Multim. 25 (2023)
Beom Jin Kang, Nam Joon Kim, Jong Ho Lee, Hyun Kim
Hardware-friendly Activation Functions for HybridViT Models. ISOCC (2023)
Nam Joon Kim, Hyun Kim
RepSGD: Channel Pruning Using Reparamerization for Accelerating Convolutional Neural Networks. ISCAS (2023)
Nam Joon Kim, Hyun Kim
Mask-Soft Filter Pruning for Lightweight CNN Inference. ISOCC (2020)