발행물

전체 논문

97

1

G-SharP: Globally Shared Kernel with Pruning for Efficient CNNs
2024

2

Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model
2024

3

Trimming the Fat: Efficient Compression of 3D Gaussian Splats through Pruning
2024

4

ELMGS: Enhancing memory and computation scaLability through coMpression for 3D Gaussian Splatting
2024

5

DM-KD: Decoupling Mixed-images for Efficient Knowledge Distillation
Jong-Kyung Im+, Youn-Ho Jang+, Junpyo Lim, Taegoo Kang, Chaoning Zhang*, And Sung-Ho Bae*
IEEE Access, 1970

6

Towards Efficient Image Compression Without Autoregressive Models
Muhammad Salman Ali, Yeongwoong Kim, Sung-Chang Lim, Donghyun Kim, Chaoning Zhang, Maryam Qamar, Hui Yong Kim*, Sung-Ho Bae*
Advances in Neural Information Processing Systems (NeurIPS) 2023, 2023

7

MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning Tree
Vo Hieu, Sung-Ho Bae, Lokwon Kim, Choong Seon Hong*
International Conference on Computer Vision (ICCV) 2023, 2023

8

Adversarial Attacks and Batch Normalization: A Batch Statistics Perspective
Awais Muhammad, Fahad Shamshad, Sung-Ho Bae*
IEEE Access, 2023

9

A Super-Resolution-based Feature Map Compression for Machine-oriented Video Coding
Jungheum Kang, Muhammad Salman Ali, Hyewon Jeong, Changkyun Choi, Younhee Kim, Se Yoon Jeong, Sung-Ho Bae*, Hui Yong Kim*
IEEE Access, 2023

10

ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization
Qishi Dong+, Muhammad Awais+, Fengwei Zhou+, Chuanlong Xie, Tianyang Hu, Yongxin Yang, Sung-Ho Bae, Zhenguo Li*
Advances in Neural Information Processing Systems (NeurIPS) 2022, 2022