Sung-Ho Bae

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 75

Top Topics

Diffusion Model

Top Venues

IEEE Trans. Image Process.

Publications

Muhammad Salman Ali, Maryam Qamar, Sung-Ho Bae, Enzo Tartaglione
Trimming the Fat: Efficient Compression of 3D Gaussian Splats through Pruning. CoRR (2024)
Eunseop Shin, Incheon Cho, Muhammad Awais, A. F. M. Shahab Uddin, Younho Jang, Sung-Ho Bae
G-SHARP: Globally Shared Kernel with Pruning for Efficient CNNs. ICASSP (2024)
Md. Atikuzzaman, Sung-Ho Bae
Efficient and Effective INR: A Dive into Levels-of-Experts (LoE) and Sine Activation. ICOIN (2024)
Junghun Cha, Ali Haider, Seoyun Yang, Hoeyeong Jin, Subin Yang, A. F. M. Shahab Uddin, Jaehyoung Kim, Soo Ye Kim, Sung-Ho Bae
Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model. CoRR (2024)
Soyoun Won, Sung-Ho Bae, Seong Tae Kim
Dissecting Mixed-Sample Data Augmentation Models via Neural-concept Association. ICOIN (2024)
Junghun Cha, Ali Haider, Seoyun Yang, Hoeyeong Jin, Subin Yang, A. F. M. Shahab Uddin, Jaehyoung Kim, Soo Ye Kim, Sung-Ho Bae
Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model. AAAI (2024)
Hyunwoo Ha, Oh Hyun-Bin, Kim Jun-Seong, Byung-Ki Kwon, Kim Sung-Bin, Linh-Tam Tran, Ji-Yun Kim, Sung-Ho Bae, Tae-Hyun Oh
Revisiting Learning-based Video Motion Magnification for Real-time Processing. CoRR (2024)
Chaoning Zhang, Sheng Zheng, Chenghao Li, Yu Qiao, Taegoo Kang, Xinru Shan, Chenshuang Zhang, Caiyan Qin, François Rameau, Sung-Ho Bae, Choong Seon Hong
A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering. CoRR (2023)
Quang Hieu Vo, Linh-Tam Tran, Sung-Ho Bae, Lok-Won Kim, Choong Seon Hong
MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning Tree. ICCV (2023)
Soyoun Won, Sung-Ho Bae, Seong Tae Kim
Analyzing Effects of Mixed Sample Data Augmentation on Model Interpretability. CoRR (2023)
Muhammad Awais, Weiming Zhuang, Lingjuan Lyu, Sung-Ho Bae
FROD: Robust Object Detection for Free. CoRR (2023)
Chenshuang Zhang, Chaoning Zhang, Sheng Zheng, Mengchun Zhang, Maryam Qamar, Sung-Ho Bae, In So Kweon
A Survey on Audio Diffusion Models: Text To Speech Synthesis and Enhancement in Generative AI. CoRR (2023)
Chaoning Zhang, Chenshuang Zhang, Chenghao Li, Yu Qiao, Sheng Zheng, Sumit Kumar Dam, Mengchun Zhang, Jung Uk Kim, Seong Tae Kim, Jinwoo Choi, Gyeong-Moon Park, Sung-Ho Bae, Lik-Hang Lee, Pan Hui, In So Kweon, Choong Seon Hong
One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era. CoRR (2023)
Chenshuang Zhang, Chaoning Zhang, Taegoo Kang, Donghun Kim, Sung-Ho Bae, In So Kweon
Attack-SAM: Towards Attacking Segment Anything Model With Adversarial Examples. CoRR (2023)
Chenghao Li, Chaoning Zhang, Atish Waghwase, Lik-Hang Lee, François Rameau, Yang Yang, Sung-Ho Bae, Choong Seon Hong
Generative AI meets 3D: A Survey on Text-to-3D in AIGC Era. CoRR (2023)
Jung Heum Kang, Muhammad Salman Ali, Hye-Won Jeong, Chang-Kyun Choi, Younhee Kim, Se-Yoon Jeong, Sung-Ho Bae, Hui Yong Kim
A Super-Resolution-Based Feature Map Compression for Machine-Oriented Video Coding. IEEE Access 11 (2023)
Mengchun Zhang, Maryam Qamar, Taegoo Kang, Yuna Jung, Chenshuang Zhang, Sung-Ho Bae, Chaoning Zhang
A Survey on Graph Diffusion Models: Generative AI in Science for Molecule, Protein and Material. CoRR (2023)
Muhammad Salman Ali, Yeongwoong Kim, Maryam Qamar, Sung-Chang Lim, Donghyun Kim, Chaoning Zhang, Sung-Ho Bae, Hui Yong Kim
Towards Efficient Image Compression Without Autoregressive Models. NeurIPS (2023)
Maryam Qamar, Suleman Qamar, Muhammad Muneeb, Sung-Ho Bae, Anis Ur Rahman
Saliency Prediction in Uncategorized Videos Based on Audio-Visual Correlation. IEEE Access 11 (2023)
Hieu Quang Vo, Linh-Tam Tran, Sung-Ho Bae, Lok-Won Kim, Choong Seon Hong
MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning Tree. CoRR (2023)
Dongsheng Han, Chaoning Zhang, Yu Qiao, Maryam Qamar, Yuna Jung, SeungKyu Lee, Sung-Ho Bae, Choong Seon Hong
Segment Anything Model (SAM) Meets Glass: Mirror and Transparent Objects Cannot Be Easily Detected. CoRR (2023)
Chaoning Zhang, Chenshuang Zhang, Sheng Zheng, Yu Qiao, Chenghao Li, Mengchun Zhang, Sumit Kumar Dam, Chu Myaet Thwal, Ye Lin Tun, Le Luang Huy, Dong Uk Kim, Sung-Ho Bae, Lik-Hang Lee, Yang Yang, Heng Tao Shen, In So Kweon, Choong Seon Hong
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? CoRR (2023)
Chaoning Zhang, Dongsheng Han, Yu Qiao, Jung Uk Kim, Sung-Ho Bae, Seungkyu Lee, Choong Seon Hong
Faster Segment Anything: Towards Lightweight SAM for Mobile Applications. CoRR (2023)
Subin Yang, Muhammad Salman Ali, A. F. M. Shahab Uddin, Sung-Ho Bae
Exploring the Optimal Bit Pair for a Quantized Generator and Discriminator. VCIP (2023)
Muhammad Awais, Fahad Shamshad, Sung-Ho Bae
Adversarial Attacks and Batch Normalization: A Batch Statistics Perspective. IEEE Access 11 (2023)
Muhammad Awais, Sung-Ho Bae
A Survey on Efficient Methods for Adversarial Robustness. IEEE Access 10 (2022)
Md. Tauhid Bin Iqbal, Byungyong Ryu, Adín Ramírez Rivera, Farkhod Makhmudkhujaev, Oksam Chae, Sung-Ho Bae
Facial Expression Recognition with Active Local Shape Pattern and Learned-Size Block Representations. IEEE Trans. Affect. Comput. 13 (3) (2022)
Qishi Dong, Muhammad Awais, Fengwei Zhou, Chuanlong Xie, Tianyang Hu, Yongxin Yang, Sung-Ho Bae, Zhenguo Li
ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization. CoRR (2022)
Joonhyun Jeong, Incheon Cho, Eunseop Shin, Sung-Ho Bae
A New Pointwise Convolution in Deep Neural Networks Through Extremely Fast and Non Parametric Transforms. IEEE Access 10 (2022)
Younho Jang, Wheemyung Shin, Jinbeom Kim, Simon S. Woo, Sung-Ho Bae
GLAMD: Global and Local Attention Mask Distillation for Object Detectors. ECCV (10) (2022)
Qishi Dong, Muhammad Awais, Fengwei Zhou, Chuanlong Xie, Tianyang Hu, Yongxin Yang, Sung-Ho Bae, Zhenguo Li
ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization. NeurIPS (2022)
Md. Tauhid Bin Iqbal, Abdul Muqeet, Sung-Ho Bae
Visual Interpretation of CNN Prediction Through Layerwise Sequential Selection of Discernible Neurons. IEEE Access 10 (2022)
Joon-Ki Bae, Subin Yang, Sung-Ho Bae
DenSE SwinHDR: SDRTV to HDRTV Conversion Using Densely Connected Swin Transformer With Squeeze and Excitation Module. IEEE Access 10 (2022)
Muhammad Awais, Fengwei Zhou, Hang Xu, Lanqing Hong, Ping Luo, Sung-Ho Bae, Zhenguo Li
Adversarial Robustness for Unsupervised Domain Adaptation. ICCV (2021)
Youmin Kim, A. F. M. Shahab Uddin, Sung-Ho Bae
Local Augment: Utilizing Local Bias Property of Convolutional Neural Networks for Data Augmentation. IEEE Access 9 (2021)
Cam-Hao Hua, Kiyoung Kim, Thien Huynh-The, Jong In You, Seung-Young Yu, Thuong Le-Tien, Sung-Ho Bae, Sungyoung Lee
Convolutional Network With Twofold Feature Augmentation for Diabetic Retinopathy Recognition From Multi-Modal Images. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Kang-Ho Lee, Sung-Ho Bae
Compressing Neural Networks With Inter Prediction and Linear Transformation. IEEE Access 9 (2021)
Incheon Cho, Eunseop Shin, Muhammad Salman Ali, Sung-Ho Bae
Dynamic Structured Pruning With Novel Filter Importance and Leaky Masking Based on Convolution and Batch Normalization Parameters. IEEE Access 9 (2021)
Muhammad Awais, Md. Tauhid Bin Iqbal, Sung-Ho Bae
Revisiting Internal Covariate Shift for Batch Normalization. IEEE Trans. Neural Networks Learn. Syst. 32 (11) (2021)
Teerath Kumar, Jinbae Park, Muhammad Salman Ali, A. F. M. Shahab Uddin, Jong Hwan Ko, Sung-Ho Bae
Binary-Classifiers-Enabled Filters for Semi-Supervised Learning. IEEE Access 9 (2021)
Jiwon Hwang, A. F. M. Shahab Uddin, Sung-Ho Bae
A Layer-Wise Extreme Network Compression for Super Resolution. IEEE Access 9 (2021)
A. F. M. Shahab Uddin, Mst. Sirazam Monira, Wheemyung Shin, TaeChoong Chung, Sung-Ho Bae
SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization. ICLR (2021)
Muhammad Awais, Fengwei Zhou, Hang Xu, Lanqing Hong, Ping Luo, Sung-Ho Bae, Zhenguo Li
Adversarial Robustness for Unsupervised Domain Adaptation. CoRR (2021)
Youmin Kim, Jinbae Park, Younho Jang, Muhammad Salman Ali, Tae-Hyun Oh, Sung-Ho Bae
Distilling Global and Local Logits with Densely Connected Relations. ICCV (2021)
Linh-Tam Tran, Muhammad Salman Ali, Sung-Ho Bae
A Feature Fusion Based Indicator for Training-Free Neural Architecture Search. IEEE Access 9 (2021)
Muhammad Awais, Fengwei Zhou, Chuanlong Xie, Jiawei Li, Sung-Ho Bae, Zhenguo Li
MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps. CoRR (2021)
Muhammad Awais, Fengwei Zhou, Chuanlong Xie, Jiawei Li, Sung-Ho Bae, Zhenguo Li
MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps. NeurIPS (2021)
Kai Zhang, Martin Danelljan, Yawei Li, Radu Timofte, Jie Liu, Jie Tang, Gangshan Wu, Yu Zhu, Xiangyu He, Wenjie Xu, Chenghua Li, Cong Leng, Jian Cheng, Guangyang Wu, Wenyi Wang, Xiaohong Liu, Hengyuan Zhao, Xiangtao Kong, Jingwen He, Yu Qiao, Chao Dong, Xiaotong Luo, Liang Chen, Jiangtao Zhang, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Xiaochuan Li, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Abdul Muqeet, Jiwon Hwang, Subin Yang, Jung Heum Kang, Sung-Ho Bae, Yongwoo Kim, Yanyun Qu, Geun-Woo Jeon, Jun-Ho Choi, Jun-Hyuk Kim, Jong-Seok Lee, Steven Marty, Éric Marty, Dongliang Xiong, Siang Chen, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Haicheng Wang, Vineeth Bhaskara, Alex Levinshtein, Stavros Tsogkas, Allan D. Jepson, Xiangzhen Kong, Tongtong Zhao, Shanshan Zhao, Hrishikesh P. S, Densen Puthussery, C. V. Jiji, Nan Nan, Shuai Liu, Jie Cai, Zibo Meng, Jiaming Ding, Chiu Man Ho, Xuehui Wang, Qiong Yan, Yuzhi Zhao, Long Chen, Long Sun, Wenhao Wang, Zhenbing Liu, Rushi Lan, Rao Muhammad Umer, Christian Micheloni
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results. ECCV Workshops (3) (2020)
Kai Zhang, Martin Danelljan, Yawei Li, Radu Timofte, Jie Liu, Jie Tang, Gangshan Wu, Yu Zhu, Xiangyu He, Wenjie Xu, Chenghua Li, Cong Leng, Jian Cheng, Guangyang Wu, Wenyi Wang, Xiaohong Liu, Hengyuan Zhao, Xiangtao Kong, Jingwen He, Yu Qiao, Chao Dong, Xiaotong Luo, Liang Chen, Jiangtao Zhang, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Xiaochuan Li, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Abdul Muqeet, Jiwon Hwang, Subin Yang, Jung Heum Kang, Sung-Ho Bae, Yongwoo Kim, Liang Chen, Jiangtao Zhang, Xiaotong Luo, Yanyun Qu, Geun-Woo Jeon, Jun-Ho Choi, Jun-Hyuk Kim, Jong-Seok Lee, Steven Marty, Éric Marty, Dongliang Xiong, Siang Chen, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Haicheng Wang, Vineeth Bhaskara, Alex Levinshtein, Stavros Tsogkas, Allan D. Jepson, Xiangzhen Kong, Tongtong Zhao, Shanshan Zhao, Hrishikesh P. S, Densen Puthussery, C. Victor Jiji, Nan Nan, Shuai Liu, Jie Cai, Zibo Meng, Jiaming Ding, Chiu Man Ho, Xuehui Wang, Qiong Yan, Yuzhi Zhao, Long Chen, Jiangtao Zhang, Xiaotong Luo, Liang Chen, Yanyun Qu, Long Sun, Wenhao Wang, Zhenbing Liu, Rushi Lan, Rao Muhammad Umer, Christian Micheloni
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results. CoRR (2020)
Muhammad Awais, Fahad Shamshad, Sung-Ho Bae
Towards an Adversarially Robust Normalization Approach. CoRR (2020)
Muhammad Salman Ali, Md. Tauhid Bin Iqbal, Kang-Ho Lee, Abdul Muqeet, Seunghyun Lee, Lokwon Kim, Sung-Ho Bae
ERDNN: Error-Resilient Deep Neural Networks With a New Error Correction Layer and Piece-Wise Rectified Linear Unit. IEEE Access 8 (2020)
Sung-Ho Bae, Jae-Hyeong Bae, Abdul Muqeet, Mst. Sirazam Monira, Lokwon Kim
Cost-Efficient Super-Resolution Hardware Using Local Binary Pattern Classification and Linear Mapping for Real-Time 4K Conversion. IEEE Access 8 (2020)
Abdul Muqeet, Jiwon Hwang, Subin Yang, Jung Heum Kang, Yongwoo Kim, Sung-Ho Bae
Ultra Lightweight Image Super-Resolution with Multi-Attention Layers. CoRR (2020)
A. F. M. Shahab Uddin, Mst. Sirazam Monira, Wheemyung Shin, TaeChoong Chung, Sung-Ho Bae
SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization. CoRR (2020)
Abdul Muqeet, Jiwon Hwang, Subin Yang, Jung Heum Kang, Yongwoo Kim, Sung-Ho Bae
Multi-attention Based Ultra Lightweight Image Super-Resolution. ECCV Workshops (3) (2020)
Cam-Hao Hua, Thien Huynh-The, Sung-Ho Bae, Sungyoung Lee
Cross-Attentional Bracket-shaped Convolutional Network for semantic image segmentation. Inf. Sci. 539 (2020)
Abdul Muqeet, Sung-Ho Bae
Effective Utilization of Hybrid Residual Modules in Deep Neural Networks for Super Resolution. MMM (2) (2020)
A. F. M. Shahab Uddin, TaeChoong Chung, Sung-Ho Bae
and Perceptual Loss. IEEE Access 7 (2019)
Cam-Hao Hua, Thien Huynh-The, Kiyoung Kim, Seung-Young Yu, Thuong Le-Tien, Gwang Hoon Park, Jae Hun Bang, Wajahat Ali Khan, Sung-Ho Bae, Sungyoung Lee
Bimodal learning via trilogy of skip-connection deep networks for diabetic retinopathy risk progression identification. Int. J. Medical Informatics 132 (2019)
Kang-Ho Lee, Joonhyun Jeong, Sung-Ho Bae
An Inter-Layer Weight Prediction and Quantization for Deep Neural Networks based on a Smoothly Varying Weight Hypothesis. CoRR (2019)
Abdul Muqeet, Md. Tauhid Bin Iqbal, Sung-Ho Bae
HRAN: Hybrid Residual Attention Network for Single Image Super-Resolution. IEEE Access 7 (2019)
Joonhyun Jeong, Sung-Ho Bae
New pointwise convolution in Deep Neural Networks through Extremely Fast and Non Parametric Transforms. CoRR (2019)
Abdul Muqeet, Md. Tauhid Bin Iqbal, Sung-Ho Bae
Hybrid Residual Attention Network for Single Image Super Resolution. CoRR (2019)
Byungyong Ryu, Sung-Ho Bae
Display in the Wild (DIW): An Adaptive Projection-Imaging System to Screen Geometry in Real Time. Sensors 18 (9) (2018)
Sehwan Ki, Sung-Ho Bae, Munchurl Kim, Hyunsuk Ko
Learning-Based Just-Noticeable-Quantization- Distortion Modeling for Perceptual Video Coding. IEEE Trans. Image Process. 27 (7) (2018)
Sung-Ho Bae, Munchurl Kim
A DCT-Based Total JND Profile for Spatiotemporal and Foveated Masking Effects. IEEE Trans. Circuits Syst. Video Technol. 27 (6) (2017)
Sung-Ho Bae, Jaeil Kim, Munchurl Kim
HEVC-Based Perceptually Adaptive Video Coding Using a DCT-Based Local Distortion Detection Probability Model. IEEE Trans. Image Process. 25 (7) (2016)
Gwang-Young Youm, Sung-Ho Bae, Munchurl Kim
Image super-resolution based on convolution neural networks using multi-channel input. IVMSP (2016)
Sung-Ho Bae, Munchurl Kim
A Novel Image Quality Assessment With Globally and Locally Consilient Visual Quality Perception. IEEE Trans. Image Process. 25 (5) (2016)
Sung-Ho Bae, Munchurl Kim
DCT-QM: A DCT-Based Quality Degradation Metric for Image Quality Optimization Problems. IEEE Trans. Image Process. 25 (10) (2016)
Sung-Ho Bae, Munchurl Kim
A novel image quality assessment based on an adaptive feature for image characteristics and distortion types. VCIP (2015)
Sung-Ho Bae, Munchurl Kim
A novel SSIM index for image quality assessment using a new luminance adaptation effect model in pixel intensity domain. VCIP (2015)
Jae-Seok Choi, Sung-Ho Bae, Munchurl Kim
Single image super-resolution based on self-examples using context-dependent subpatches. ICIP (2015)
Jae-Seok Choi, Sung-Ho Bae, Munchurl Kim
A no-reference perceptual blurriness metric based fast super-resolution of still pictures using sparse representation. Computational Imaging (2015)
Jae-il Kim, Sung-Ho Bae, Munchurl Kim
An HEVC-Compliant Perceptual Video Coding Scheme Based on JND Models for Variable Block-Sized Transform Kernels. IEEE Trans. Circuits Syst. Video Technol. 25 (11) (2015)
Sung-Ho Bae, Munchurl Kim
Object tracking based on online partial instance learning with multiple local strong classifiers. ICIP (2014)
Sung-Ho Bae, Munchurl Kim
A Novel Generalized DCT-Based JND Profile Based on an Elaborate CM-JND Model for Variable Block-Sized Transforms in Monochrome Images. IEEE Trans. Image Process. 23 (8) (2014)
Sung-Ho Bae, Munchurl Kim
A Novel DCT-Based JND Model for Luminance Adaptation Effect in DCT Frequency. IEEE Signal Process. Lett. 20 (9) (2013)
Sung-Ho Bae, Jae-il Kim, Munchurl Kim, Sukhee Cho, Jin Soo Choi
Assessments of Subjective Video Quality on HEVC-Encoded 4K-UHD Video for Beyond-HDTV Broadcasting Services. IEEE Trans. Broadcast. 59 (2) (2013)
Se-Won Wang, Young-Jin Woo, Sung-Ho Bae, Tae-Hwang Kong, Gyu-Ha Cho, Gyu-Hyeong Cho
A high stability DC-DC Boost Converter with Ripple Current Control and capacitor-free LDOs for AMOLED display. A-SSCC (2011)
Seong Geun Kwon, Suk Hwan Lee, Ki-Ryong Kwon, Eung-Joo Lee, Soo-Yol Ok, Sung-Ho Bae
Mobile 3D Game Contents Watermarking Based on Buyer-Seller Watermarking Protocol. IEICE Trans. Inf. Syst. (7) (2008)
Jeong-Yeop Kim, Sung-Ho Bae, Eung-Joo Lee, Yeong-Ho Ha
Color Image Enhancement Based on Land's Color Constancy Algorithm. Color Imaging Conference (1994)