Sung-Ho Bae

Sung-Ho Bae

Kyung Hee University

H-index: 25

Asia-South Korea

About Sung-Ho Bae

Sung-Ho Bae, With an exceptional h-index of 25 and a recent h-index of 24 (since 2020), a distinguished researcher at Kyung Hee University, specializes in the field of Data-efficient learning, Model compression, Dataset distillation, Generative AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

G-SHARP: Globally Shared Kernel with Pruning for Efficient CNNs

Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model

Revisiting Learning-based Video Motion Magnification for Real-time Processing

Towards efficient image compression without autoregressive models

Segment anything model (sam) meets glass: Mirror and transparent objects cannot be easily detected

Cut2Self: A single image based self‐supervised denoiser

Adversarial attacks and batch normalization: A batch statistics perspective

Attack-sam: Towards evaluating adversarial robustness of segment anything model

Sung-Ho Bae Information

University

Position

. Dept. of Computer Science and Engineering

Citations(all)

2178

Citations(since 2020)

1798

Cited By

771

hIndex(all)

25

hIndex(since 2020)

24

i10Index(all)

50

i10Index(since 2020)

46

Email

University Profile Page

Kyung Hee University

Google Scholar

View Google Scholar Profile

Sung-Ho Bae Skills & Research Interests

Data-efficient learning

Model compression

Dataset distillation

Generative AI

Top articles of Sung-Ho Bae

Title

Journal

Author(s)

Publication Date

G-SHARP: Globally Shared Kernel with Pruning for Efficient CNNs

Eunseop Shin

Incheon Cho

Awais Muhammad

AFM Shahab Uddin

YounHo Jang

...

2024/4/14

Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model

Proceedings of the AAAI Conference on Artificial Intelligence

Junghun Cha

Ali Haider

Seoyun Yang

Hoeyeong Jin

Subin Yang

...

2024/3/24

Revisiting Learning-based Video Motion Magnification for Real-time Processing

arXiv preprint arXiv:2403.01898

Hyunwoo Ha

Oh Hyun-Bin

Kim Jun-Seong

Kwon Byung-Ki

Kim Sung-Bin

...

2024/3/4

Towards efficient image compression without autoregressive models

Advances in Neural Information Processing Systems

Muhammad Salman Ali

Yeongwoong Kim

Maryam Qamar

Sung-Chang Lim

Donghyun Kim

...

2024/2/13

Segment anything model (sam) meets glass: Mirror and transparent objects cannot be easily detected

arXiv preprint arXiv:2305.00278

Dongsheng Han

Chaoning Zhang

Yu Qiao

Maryam Qamar

Yuna Jung

...

2023/4/29

Cut2Self: A single image based self‐supervised denoiser

Electronics Letters

Md Tauhid Bin Iqbal

Jubyrea

Byungyong Ryu

Sung‐Ho Bae

2023/12

Adversarial attacks and batch normalization: A batch statistics perspective

IEEE Access

Awais Muhammad

Fahad Shamshad

Sung-Ho Bae

2023/3/1

Attack-sam: Towards evaluating adversarial robustness of segment anything model

arXiv preprint arXiv:2305.00866

Chenshuang Zhang

Chaoning Zhang

Taegoo Kang

Donghun Kim

Sung-Ho Bae

...

2023/4/29

Full-Reference Video Quality Assessment for Military Surveillance Video Compressed with Ultra Narrow Bandwidth

방송공학회논문지

AFM Shahab Uddin

Donghyun Kim

Mst Sirazam Monira

Jeung Won Choi

TaeChoong Chung

...

2023/11

A complete survey on generative ai (aigc): Is chatgpt from gpt-4 to gpt-5 all you need?

Chaoning Zhang

Chenshuang Zhang

Sheng Zheng

Yu Qiao

Chenghao Li

...

2023/3/21

Audio diffusion model for speech synthesis: A survey on text to speech and speech enhancement in generative ai

arXiv preprint arXiv:2303.13336

Chenshuang Zhang

Chaoning Zhang

Sheng Zheng

Mengchun Zhang

Maryam Qamar

...

2023/3/23

Fast reconstruction of 3D density distribution around the sun based on the MAS by deep learning

The Astrophysical Journal

Sumiaya Rahman

Seungheon Shin

Hyun-jin Jeong

Ashraf Siddique

Yong-Jae Moon

...

2023/4/28

Faster segment anything: Towards lightweight sam for mobile applications

arXiv preprint arXiv:2306.14289

Chaoning Zhang

Dongshen Han

Yu Qiao

Jung Uk Kim

Sung-Ho Bae

...

2023/6/25

Saliency Prediction in Uncategorized Videos Based on Audio-Visual Correlation

IEEE Access

Maryam Qamar

Suleman Qamar

Muhammad Muneeb

Sung-Ho Bae

Anis Ur Rahman

2023/2

One small step for generative ai, one giant leap for agi: A complete survey on chatgpt in aigc era

Chaoning Zhang

Chenshuang Zhang

Chenghao Li

Yu Qiao

Sheng Zheng

...

2023/4/4

A survey on segment anything model (sam): Vision foundation model meets prompt engineering

arXiv preprint arXiv:2306.06211

Chaoning Zhang

Fachrina Dewi Puspitasari

Sheng Zheng

Chenghao Li

Yu Qiao

...

2023/5/12

MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning Tree

Quang Hieu Vo

Linh-Tam Tran

Sung-Ho Bae

Lok-Won Kim

Choong Seon Hong

2023

A survey on audio diffusion models: Text to speech synthesis and enhancement in generative ai

arXiv preprint arXiv:2303.13336

Chenshuang Zhang

Chaoning Zhang

Sheng Zheng

Mengchun Zhang

Maryam Qamar

...

2023/3

A super-resolution-based feature map compression for machine-oriented video coding

IEEE Access

Jung-Heum Kang

Muhammad Salman Ali

Hye-Won Jeong

Chang-Kyun Choi

Younhee Kim

...

2023/3/22

A survey on graph diffusion models: Generative ai in science for molecule, protein and material

arXiv preprint arXiv:2304.01565

Mengchun Zhang

Maryam Qamar

Taegoo Kang

Yuna Jung

Chenshuang Zhang

...

2023/4/4

See List of Professors in Sung-Ho Bae University(Kyung Hee University)

Co-Authors

H-index: 83
In So Kweon

In So Kweon

KAIST

H-index: 68
Choong Seon Hong, FIEEE

Choong Seon Hong, FIEEE

Kyung Hee University

H-index: 42
문용재 Yong-Jae Moon

문용재 Yong-Jae Moon

Kyung Hee University

H-index: 42
Munchurl Kim

Munchurl Kim

KAIST

H-index: 26
Chaoning Zhang

Chaoning Zhang

KAIST

H-index: 22
Lik-Hang Lee

Lik-Hang Lee

KAIST

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