About Me

Hi there, I am a Research Scientist with Sony Research. I received the Ph.D. degree from the University of Science and Technology of China, supervised by Prof. Zhiwei Xiong. I also worked closely with Prof. Dong Liu. My main research interest is multimedia technology, including high-efficiency image/video processing, image editing, etc.

Publications

Toward DNN of LUTs: Learning Efficient Image Restoration with Multiple Look-Up Tables

Jiacheng Li, Chang Chen, Zhen Cheng, Zhiwei Xiong
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2024
Project | Paper | Code

Joint EM Image Denoising and Segmentation with Instance-aware Interaction

Zhicheng Wang, Jiacheng Li, Yinda Chen, Jiateng Shou, Shiyu Deng, Wei Huang, Zhiwei Xiong
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Coming soon!

MLP Embedded Inverse Tone Mapping

Panjun Liu, Jiacheng Li, Lizhi Wang, Zheng-Jun Zha, Zhiwei Xiong
ACM International Conference on Multimedia (ACM MM), 2024
Coming soon!

In-Loop Filtering via Trained Look-Up Tables

Zhuoyuan Li, Jiacheng Li, Yao Li, Li Li, Dong Liu, Feng Wu
arxiv preprint, 2024
Paper

LeRF: Learning Resampling Function for Adaptive and Efficient Image Interpolation

Jiacheng Li, Chang Chen, Fenglong Song, Youliang Yan, Zhiwei Xiong
arxiv preprint, 2024
Project | Paper | Intro Video | Code

Look-Up Table Compression for Efficient Image Restoration

Yinglong Li, Jiacheng Li, Zhiwei Xiong
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 (Highlight)
Paper | Code

Fast 3D Reconstruction via Event-based Structured Light with Spatio-temporal Coding

Jiacheng Fu, Yueyi Zhang, Yue Li, Jiacheng Li, Zhiwei Xiong
Optics Express (OE), 2023
Paper | Demo Video

Region-Aware Portrait Retouching with Sparse Interactive Guidance

Huimin Zeng, Jie Huang, Jiacheng Li, Zhiwei Xiong
IEEE Transactions on Multimedia (T-MM), 2023
Paper | Code

PCTrans: Position-Guided Transformer with Query Contrast for Biological Instance Segmentation

Qi Chen, Wei Huang, Xiaoyu Liu, Jiacheng Li, Zhiwei Xiong
IEEE International Conference on Computer Vision Workshops (ICCVW), 2023
Paper | Code

Learning Steerable Function for Efficient Image Resampling

Jiacheng Li*, Chang Chen*, Wei Huang, Zhiqiang Lang, Fenglong Song, Youliang Yan, Zhiwei Xiong
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Project | Paper | Supp. | Intro Video | Code

Style Projected Clustering for Domain Generalized Semantic Segmentation

Wei, Huang, Chang Chen, Yong Li, Jiacheng Li, Cheng Li, Fenglong Song, Youliang Yan, Zhiwei Xiong
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Paper | Supp.

Reference-Guided Landmark Image Inpainting with Deep Feature Matching

Jiacheng Li, Zhiwei Xiong, Dong Liu
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2022
Project | Paper | Code

MuLUT: Cooperating Multiple Look-Up Tables for Efficient Super-Resolution

Jiacheng Li*, Chang Chen*, Zhen Cheng, Zhiwei Xiong
European Conference on Computer Vision (ECCV), 2022
Project | Paper | Supp. | Intro Video | Code

Mask Rearranging Data Augmentation for 3D Mitochondria Segmentation

Qi Chen, Mingxing Li, Jiacheng Li, Bo Hu, Zhiwei Xiong
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Paper | Code

Contextual Outpainting with Object-Level Contrastive Learning

Jiacheng Li, Chang Chen, Zhiwei Xiong
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Project | Paper | Supp. | Intro Video | Demo Video | Code

Semantic Image Analogy with a Conditional Single-Image GAN

Jiacheng Li, Zhiwei Xiong, Dong Liu, Xuejin Chen, Zhen-Jun Zha
ACM International Conference on Multimedia (ACM MM), 2020 (Oral)
Project | Paper | Intro Video | Code

Awards

Winner of Dunhuang Challenge (Inpainting) at ICCV 2019 Workshop on e-Heritage

National Scholarship 2022

Services

Reviewer of T-PAMI, T-IP, T-CSVT, CVPR, ICCV, ECCV, etc.