Hyuk-Jae Lee

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 143

Top Venues

ICEIC

ISCAS

AICAS

IEEE Trans. Circuits Syst. Video Technol.

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)
Jicheon Kim, Chunmyung Park, Eunjae Hyun, Xuan Truong Nguyen, Hyuk-Jae Lee
A Scalable Multi-Chip YOLO Accelerator With a Lightweight Inter-Chip Adapter. ISCAS (2024)
Taehyung Park, Seungjin Yang, Jongmin Seok, Hyuk-Jae Lee, Ju-Hyun Kim, Chae-Eun Rhee
Accelerating Large-Scale DLRM Inference through Dynamic Hot Data Rearrangement. ISCAS (2024)
Kihwan Kim, Hyuk-Jae Lee, Xuan Truong Nguyen
Reconfigurable One-Adder Multiplication for CNN Acceleration. ICEIC (2024)
Mincheol Cha, Keehyuk Lee, Xuan Truong Nguyen, Hyuk-Jae Lee
A Low-Latency and Scalable Vector Engine with Operation Fusion for Transformers. AICAS (2024)
Taehyun Kim, Hyuk-Jae Lee
Analyzing the Scaling Characteristics of Transformer Feed-Forward Networks for the Trillion-Parameter Era and Beyond. ICEIC (2024)
Hyunha Hwang, Kyujoong Lee, Hyuk-Jae Lee
Exploring Diverse Color Spaces in Frequency Domain-Based Image Augmentation for Corruption Robustness. ICEIC (2024)
Taehyun Kim, Kwanseok Choi, Youngmock Cho, Jaehoon Cho, Hyuk-Jae Lee, Jaewoong Sim
MoNDE: Mixture of Near-Data Experts for Large-Scale Sparse Models. CoRR (2024)
Dayoung Chun, Hyuk-Jae Lee, Hyun Kim
PF-Training: Parameter Freezing for Efficient On-Device Training of CNN-based Object Detectors in Low-Resource Environments. AICAS (2024)
Ji-Ye Jeon, Xuan Truong Nguyen, Soojung Ryu, Hyuk-Jae Lee
USDN: A Unified Sample-wise Dynamic Network with Mixed-Precision and Early-Exit. WACV (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)
Minsik Kim, Kyoungseok Oh, Youngmock Cho, Hojin Seo, Xuan Truong Nguyen, Hyuk-Jae Lee
A Low-Latency FPGA Accelerator for YOLOv3-Tiny With Flexible Layerwise Mapping and Dataflow. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (3) (2024)
Ilwi Yun, Hyuk-Jae Lee, Chae-Eun Rhee
Adversarial Mixture Density Network and Uncertainty-Based Joint Learning for 360$^\circ$ Monocular Depth Estimation. IEEE Trans. Multim. 26 (2024)
Jiayue Wang, Hyuk-Jae Lee, Hansang Cho, Byungsoo Kang, Hyunmin Jung
Tri-Directional Decoder for Edge Discontinuity Classification. ISCAS (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)
Minseok Seo, Xuan Truong Nguyen, Seok Joong Hwang, Yongkee Kwon, Guhyun Kim, Chanwook Park, Ilkon Kim, Jaehan Park, Jeongbin Kim, Woojae Shin, Jongsoon Won, Haerang Choi, Kyuyoung Kim, Daehan Kwon, Chunseok Jeong, Sangheon Lee, Yongseok Choi, Wooseok Byun, Seungcheol Baek, Hyuk-Jae Lee, John Kim
IANUS: Integrated Accelerator based on NPU-PIM Unified Memory System. ASPLOS (3) (2024)
Youngsuk Kim, Hyuk-Jae Lee, Chae-Eun Rhee
HEAM : Hashed Embedding Acceleration using Processing-In-Memory. CoRR (2024)
Ji-Ye Jeon, Xuan Truong Nguyen, Hyuk-Jae Lee
Mitigation of Over-Confidence in Scale-Adjusted Training for Early-Exit Networks. ICEIC (2024)
Minseok Seo, Seongho Jeong, Hyuk-Jae Lee, Xuan Truong Nguyen
Real Post-Training Quantization Framework for Resource-Optimized Multiplier in LLMs. AICAS (2024)
Hyunmin Jung, Hyuk-Jae Lee, Chae-Eun Rhee
Immersive Virtual Reality Content Supporting a Wide and Free Viewpoint Made With a Single 360° Camera. IEEE Access 11 (2023)
Hyunmin Jung, Hyuk-Jae Lee, Chae-Eun Rhee
Enabling Five-Degree-of-Freedom From Low-Dimensional Light Fields With Extended Light Ray Acquisition Field-of-View. IEEE Access 11 (2023)
Nam-Joon Kim, Won Jae Lee, Hyuk-Jae Lee
Deep learning classification of focal liver lesions with contrast-enhanced ultrasound from arterial phase recordings. ICEIC (2023)
Ren Wang, Tae Sung Kim, Tae-Ho Lee, Jin-Sung Kim, Hyuk-Jae Lee
Decision-Making for Multi-View Single Object Detection with Graph Convolutional Networks. J. Multim. Inf. Syst. 10 (3) (2023)
Se-Hun Kim, Chunmyung Park, Min-Ho Choi, Seung-Jin Yang, Kyujoong Lee, Hyuk-Jae Lee
Fine-Grained Data Augmentation using Generative Adversarial Networks. ICEIC (2023)
Viduranga Munasinghe, Tae-Ho Lee, Hyuk-Jae Lee, Tae Sung Kim, Jin-Sung Kim
Multi-Camera-Based Product Recognition for Inventory Management. ICEIC (2023)
Seungyong Lee, Geonu Yun, Hyuk-Jae Lee
In-memory Activation Compression for GPT Training. AICAS (2023)
Jiayue Wang, Ren Wang, Tae Sung Kim, Jin-Sung Kim, Hyuk-Jae Lee
Diagnose Label Errors for 3D Object Classification. ICEIC (2023)
Chunmyung Park, Eunjae Hyun, Jicheon Kim, Xuan Truong Nguyen, Hyuk-Jae Lee
Live Demonstration: Layer-wise Configurable CNN Accelerator with High PE Utilization. ISCAS (2023)
Tuan Nghia Nguyen, Xuan Truong Nguyen, Kyujoong Lee, Hyuk-Jae Lee
Accelerating Super-Resolution Network Inference via Sensitivity-Based Weight Sparsity Allocation. IEEE Access 11 (2023)
Dayoung Chun, Jiwoong Choi, Hyuk-Jae Lee, Hyun Kim
CP-CNN: Computational Parallelization of CNN-Based Object Detectors in Heterogeneous Embedded Systems for Autonomous Driving. IEEE Access 11 (2023)
Bobaro Chang, Hyunsurk Ryu, Hyuk-Jae Lee
High Dynamic Range Image Recovery by Use of Lens Flare Events Detection Algorithm. ICEIC (2023)
Hyokeun Lee, Kwanseok Choi, Hyuk-Jae Lee, Jaewoong Sim
SDM: Sharing-Enabled Disaggregated Memory System with Cache Coherent Compute Express Link. PACT (2023)
Hyunha Hwang, Kyujoong Lee, Hyuk-Jae Lee
Improving Corruption Robustness with Random Erasing in the Frequency Domain. ICEIC (2023)
Ilwi Yun, Chanyong Shin, Hyunku Lee, Hyuk-Jae Lee, Chae-Eun Rhee
EGformer: Equirectangular Geometry-biased Transformer for 360 Depth Estimation. CoRR (2023)
Tae-Ho Lee, Viduranga Munasinghe, Yan-Mei Li, Tae Sung Kim, Hyuk-Jae Lee
CNN-based Hand Gesture Recognition for Contactless Elevator Button Control. ICEIC (2023)
Ilwi Yun, Chanyong Shin, Hyunku Lee, Hyuk-Jae Lee, Chae-Eun Rhee
EGformer: Equirectangular Geometry-biased Transformer for 360 Depth Estimation. ICCV (2023)
Su-Jin Park, Tae-Ho Lee, Viduranga Munasinghe, Tae-Sung Kim, Hyuk-Jae Lee
Fast Virtual Keyboard Typing Using Vowel Hand Gesture Recognition. ICEIC (2023)
Jiajie Xu, Tae-Ho Lee, Viduranga Munasinghe, Hyuk-Jae Lee, Tae Sung Kim
VITON-Based CT Image Registration for Medical Surgery Application. ICEIC (2023)
Minseok Seo, Hyuk-Jae Lee, Xuan Truong Nguyen
ViT-P3DE∗: Vision Transformer Based Multi-Camera Instance Association with Pseudo 3D Position Embeddings. IJCAI (2023)
Sola Park, Seungjin Yang, Hyuk-Jae Lee
MVDet: multi-view multi-class object detection without ground plane assumption. Pattern Anal. Appl. 26 (3) (2023)
Xuan Truong Nguyen, Younghoon Ko, Tuan Nghia Nguyen, Hyuk-Jae Lee, Kyujoong Lee
Eight-bit Quantization for Super-Resolution Networks and Its Hardware Implementation. ICEIC (2023)
Hyokeun Lee, Seungyong Lee, Byeongki Song, Moonsoo Kim, Seokbo Shim, Hyuk-Jae Lee, Hyun Kim
An In-Module Disturbance Barrier for Mitigating Write Disturbance in Phase-Change Memory. IEEE Trans. Computers 72 (4) (2023)
Thanh Hien Truong, Tae-Ho Lee, Viduranga Munasinghe, Tae Sung Kim, Jin-Sung Kim, Hyuk-Jae Lee
Inpainting GAN-Based Image Blending with Adaptive Binary Line Mask. J. Multim. Inf. Syst. 10 (3) (2023)
Hyokeun Lee, Hyungsuk Kim, Seokbo Shim, Seungyong Lee, Dosun Hong, Hyuk-Jae Lee, Hyun Kim
PCMCsim: An Accurate Phase-Change Memory Controller Simulator and its Performance Analysis. ISPASS (2022)
Ilwi Yun, Hyuk-Jae Lee, Chae-Eun Rhee
Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-Supervised Learning. AAAI (2022)
Ren Wang, Jiayue Wang, Tae Sung Kim, Jinsung Kim, Hyuk-Jae Lee
MVP-N: A Dataset and Benchmark for Real-World Multi-View Object Classification. NeurIPS (2022)
Jungwoo Choi, Hyuk-Jae Lee, Chae-Eun Rhee
ADC-PIM: Accelerating Convolution on the GPU via In-Memory Approximate Data Comparison. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (2) (2022)
Hyunmin Jung, Hyuk-Jae Lee, Chae-Eun Rhee
Re-ordered Micro Image based High Efficient Residual Coding in Light Field Compression. ACM Multimedia (2022)
Wontae Kim, Sangheon Lee, Ilwi Yun, Chulhee Lee, Kyujoong Lee, Hyuk-Jae Lee
Energy-Efficient Dataflow Scheduling of CNN Applications for Vector-SIMD DSP. IEEE Access 10 (2022)
Tae-Ho Lee, Viduranga Munasinghe, Yan-Mei Li, Jiajie Xu, Hyuk-Jae Lee, Jin-Sung Kim
GAN - Based Medical Image Registration for Augmented Reality Applications. AICAS (2022)
Tuan Nghia Nguyen, Xuan Truong Nguyen, Kyujoong Lee, Hyuk-Jae Lee
Computation-Skipping Mask Generation for Super-Resolution Networks. ICEIC (2022)
Duy Thanh Nguyen, Hyeonseung Je, Tuan Nghia Nguyen, Soojung Ryu, Kyujoong Lee, Hyuk-Jae Lee
ShortcutFusion: From Tensorflow to FPGA-Based Accelerator With a Reuse-Aware Memory Allocation for Shortcut Data. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (6) (2022)
Ilwi Yun, Hyuk-Jae Lee, Chae-Eun Rhee
AAGAN: Accuracy-Aware Generative Adversarial Network for Supervised Tasks. IEEE Trans. Circuits Syst. Video Technol. 32 (10) (2022)
Hyunmin Jung, Hyuk-Jae Lee, Chae-Eun Rhee
Disparity Estimation using Light Ray Pair in Stacked 3D Light Field. AICAS (2022)
Tae-Ho Lee, Sunwoong Kim, Taehyun Kim, Jin-Sung Kim, Hyuk-Jae Lee
Virtual Keyboards With Real-Time and Robust Deep Learning-Based Gesture Recognition. IEEE Trans. Hum. Mach. Syst. 52 (4) (2022)
Kyeongjong Lim, Gyuri Kim, Taehyung Park, Xuan Truong Nguyen, Hyuk-Jae Lee
An Energy-Efficient YOLO Accelerator Optimizing Filter Switching Activity. ISCAS (2022)
Jungwoo Choi, Boyeal Kim, Ji-Ye Jeon, Hyuk-Jae Lee, Euicheol Lim, Chae-Eun Rhee
A Lightweight and Efficient GPU for NDP Utilizing Data Access Pattern of Image Processing. IEEE Trans. Computers 71 (1) (2022)
Xuan Truong Nguyen, Tuan Nghia Nguyen, Hyuk-Jae Lee, Kyujoong Lee
A Real-time Super-resolution Accelerator Using a big. LITTLE Core Architecture. AICAS (2022)
Moonsoo Kim, Hyokeun Lee, Hyun Kim, Hyuk-Jae Lee
WL-WD: Wear-Leveling Solution to Mitigate Write Disturbance Errors for Phase-Change Memory. IEEE Access 10 (2022)
Jiwoong Choi, Ismail Elezi, Hyuk-Jae Lee, Clément Farabet, Jose M. Alvarez
Active Learning for Deep Object Detection via Probabilistic Modeling. CoRR (2021)
Seung-Hwan Bae, Hyuk-Jae Lee, Hyun Kim
DC-AC: Deep Correlation-Based Adaptive Compression of Feature Map Planes in Convolutional Neural Networks. ISCAS (2021)
Duy Thanh Nguyen, Hyeonseung Je, Tuan Nghia Nguyen, Soojung Ryu, Kyujung Lee, Hyuk-Jae Lee
ShortcutFusion: From Tensorflow to FPGA-based accelerator with reuse-aware memory allocation for shortcut data. CoRR (2021)
Ilwi Yun, Hyuk-Jae Lee, Chae-Eun Rhee
Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-supervised Learning. CoRR (2021)
Mohammadreza Asadikouhanjani, Hao Zhang, Gopalakrishnan Lakshminarayanan, Hyuk-Jae Lee, Seok-Bum Ko
A Real-Time Architecture for Pruning the Effectual Computations in Deep Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (5) (2021)
Jiwoong Choi, Ismail Elezi, Hyuk-Jae Lee, Clément Farabet, Jose M. Alvarez
Active Learning for Deep Object Detection via Probabilistic Modeling. ICCV (2021)
Seung-Hwan Bae, Hyuk-Jae Lee, Hyun Kim
Cache Compression with Golomb-Rice Code and Quantization for Convolutional Neural Networks. ISCAS (2021)
Heesu Kim, Hanmin Park, Taehyun Kim, Kwanheum Cho, Eojin Lee, Soojung Ryu, Hyuk-Jae Lee, Kiyoung Choi, Jinho Lee
GradPIM: A Practical Processing-in-DRAM Architecture for Gradient Descent. CoRR (2021)
Youngkyu Choi, Hyuk-Jae Lee, Soo-Ik Chae
High Throughput CBAC Hardware Encoder With Bin Merging for AVS 2.0 Video Coding. IEEE Trans. Circuits Syst. Video Technol. 31 (11) (2021)
Duy Thanh Nguyen, Hyun Kim, Hyuk-Jae Lee
Layer-Specific Optimization for Mixed Data Flow With Mixed Precision in FPGA Design for CNN-Based Object Detectors. IEEE Trans. Circuits Syst. Video Technol. 31 (6) (2021)
Heesu Kim, Hanmin Park, Taehyun Kim, Kwanheum Cho, Eojin Lee, Soojung Ryu, Hyuk-Jae Lee, Kiyoung Choi, Jinho Lee
GradPIM: A Practical Processing-in-DRAM Architecture for Gradient Descent. HPCA (2021)
Tae-Ho Lee, Shin-Woo Kang, Taehyun Kim, Jin-Sung Kim, Hyuk-Jae Lee
Smart Refrigerator Inventory Management Using Convolutional Neural Networks. AICAS (2021)
Nguyen Van Thang, Kyujoong Lee, Hyuk-Jae Lee
A Stacked Deep MEMC Network for Frame Rate Up Conversion and its Application to HEVC. IEEE Access 8 (2020)
Duy Thanh Nguyen, Hyun Kim, Hyuk-Jae Lee
Layer-specific Optimization for Mixed Data Flow with Mixed Precision in FPGA Design for CNN-based Object Detectors. CoRR (2020)
Boyeal Kim, Sang Hyun Lee, Hyun Kim, Duy Thanh Nguyen, Minh-Son Le, Ik Joon Chang, Dohun Kwon, Jin Hyeok Yoo, Jun Won Choi, Hyuk-Jae Lee
PCM: Precision-Controlled Memory System for Energy Efficient Deep Neural Network Training. DATE (2020)
Duy Thanh Nguyen, Huy Hung Nguyen, Hyun Kim, Hyuk-Jae Lee
An Approximate Memory Architecture for Energy Saving in Deep Learning Applications. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. (5) (2020)
Xuan Truong Nguyen, Hyun Kim, Hyuk-Jae Lee
An Efficient Sampling Algorithm With a K-NN Expanding Operator for Depth Data Acquisition in a LiDAR System. IEEE Trans. Circuits Syst. Video Technol. 30 (12) (2020)
Quan-Dung Pham, Xuan Truong Nguyen, Hyuk-Jae Lee, Hyun Kim
An MAE-aware ROI Sampling Model for LiDAR. ISOCC (2020)
Hyokeun Lee, Seungyong Lee, Byeongki Song, Moonsoo Kim, Seokbo Shim, Hyun Kim, Hyuk-Jae Lee
Mitigating Write Disturbance Errors of Phase-Change Memory as In-Module Approach. CoRR (2020)
Tae Sung Kim, Chae-Eun Rhee, Hyuk-Jae Lee
Fast Hardware-Based IME With an Idle Cycle and Computational Redundancy Reduction. IEEE Trans. Circuits Syst. Video Technol. 30 (6) (2020)
Ren Wang, Hyuk-Jae Lee, Jin-Sung Kim
NRS: Non-Reliability Suppression for False Positives Elimination in YOLOv3. ISCAS (2020)
Jiwoong Choi, Dayoung Chun, Hyuk-Jae Lee, Hyun Kim
Uncertainty-based Object Detector for Autonomous Driving Embedded Platforms. AICAS (2020)
Hyunmin Jung, Hyuk-Jae Lee, Chae-Eun Rhee
Flexibly Connectable Light Field System For Free View Exploration. IEEE Trans. Multim. 22 (4) (2020)
Sangheon Lee, Wontae Kim, Hyuk-Jae Lee, Kyujoong Lee
Zero Block Caching for CNN Applications Running on a Vision DSP. AICAS (2020)
Jin Woo Park, Hyokeun Lee, Boyeal Kim, Dong-Goo Kang, Seung Oh Jin, Hyun Kim, Hyuk-Jae Lee
A Low-Cost and High-Throughput FPGA Implementation of the Retinex Algorithm for Real-Time Video Enhancement. IEEE Trans. Very Large Scale Integr. Syst. 28 (1) (2020)
Xuan Truong Nguyen, Jiwoong Choi, Hyuk-Jae Lee, Hyun Kim
A Hardware-Friendly Compression Algorithm for Profiling DDR4 Memory Accesses. ICEIC (2019)
Donghyeon Lee, Hoseong Lee, Sangheon Lee, Kyujoong Lee, Hyuk-Jae Lee
Hardware Design of a Context-Preserving Filter-Reorganized CNN for Super-Resolution. IEEE J. Emerg. Sel. Topics Circuits Syst. 9 (4) (2019)
Donghyeon Lee, Sang-Heon Lee, Ho Seong Lee, Hyuk-Jae Lee, Kyujoong Lee
Context-Preserving Filter Reorganization for VDSR-Based Super-resolution. AICAS (2019)
Jiwoong Choi, Dayoung Chun, Hyun Kim, Hyuk-Jae Lee
Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving. ICCV (2019)
Jungwoo Choi, Boyeal Kim, Ji-Ye Jeon, Hyuk-Jae Lee, Euicheol Lim, Chae-Eun Rhee
POSTER: GPU Based Near Data Processing for Image Processing with Pattern Aware Data Allocation and Prefetching. PACT (2019)
Duy Thanh Nguyen, Tuan Nghia Nguyen, Hyun Kim, Hyuk-Jae Lee
A High-Throughput and Power-Efficient FPGA Implementation of YOLO CNN for Object Detection. IEEE Trans. Very Large Scale Integr. Syst. 27 (8) (2019)
Jin-Sung Kim, Youhak Lee, Kyujoong Lee, Hyuk-Jae Lee
Fast ROI Detection for Speed up in a CNN based Object Detection. J. Multim. Inf. Syst. 6 (4) (2019)
Sunwoong Kim, Hyunmin Jung, Woojae Shin, Hyokeun Lee, Hyuk-Jae Lee
HAD-TWL: Hot Address Detection-Based Wear Leveling for Phase-Change Memory Systems with Low Latency. IEEE Comput. Archit. Lett. 18 (2) (2019)
Jiwoong Choi, Boyeal Kim, Hyun Kim, Hyuk-Jae Lee
A High-Throughput Hardware Accelerator for Lossless Compression of a DDR4 Command Trace. IEEE Trans. Very Large Scale Integr. Syst. 27 (1) (2019)
Xuan Truong Nguyen, Khac-Thai Nguyen, Hyuk-Jae Lee, Hyun Kim
ROI-Based LiDAR Sampling Algorithm in on-Road Environment for Autonomous Driving. IEEE Access 7 (2019)
Jiwoong Choi, Dayoung Chun, Hyun Kim, Hyuk-Jae Lee
Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving. CoRR (2019)
Youhak Lee, Chulhee Lee, Hyuk-Jae Lee, Jin-Sung Kim
Fast Detection of Objects Using a YOLOv3 Network for a Vending Machine. AICAS (2019)
Moonsoo Kim, Jungwoo Choi, Hyun Kim, Hyuk-Jae Lee
An Effective DRAM Address Remapping for Mitigating Rowhammer Errors. IEEE Trans. Computers 68 (10) (2019)
Hyokeun Lee, Moonsoo Kim, Hyunchul Kim, Hyun Kim, Hyuk-Jae Lee
Integration and Boost of a Read-Modify-Write Module in Phase Change Memory System. IEEE Trans. Computers 68 (12) (2019)
Chulhee Lee, Hyuk-Jae Lee
Effective Parallelization of a High-Order Graph Matching Algorithm for GPU Execution. IEEE Trans. Circuits Syst. Video Technol. 29 (2) (2019)
Youngkyu Choi, Hyuk-Jae Lee, Soo-Ik Chae
An adaptive hash-based search for integer motion estimation in SCC. IEICE Electron. Express 16 (1) (2019)

Hyuk-Jae Lee.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Hyuk-Jae Lee