Zhang, Zhilu
- Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels
2018/05/20 by Zhang, Zhilu, Sabuncu, Mert R. · 68 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- DreamPhysics: Learning Physics-Based 3D Dynamics with Video Diffusion Priors
2024/06/03 by Tianyu Huang, Huang, Tianyu, Yihan Zeng +9 · 22 citations
Computer Science · #Human Pose and Action Recognition #Neural Networks and Applications #Gaussian Processes and Bayesian Inference
- DreamControl: Control-Based Text-to-3D Generation with 3D Self-Prior
2023/12/11 by Huang, Tianyu, Zeng, Yihan, Zhang, Zhilu +5 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular Video
2024/12/09 by Renlong Wu, Zhilu Zhang, Wu, Renlong +7 · 12 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Image and Signal Denoising Methods
- Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising
2023/03/27 by Junyi Li, Li, Junyi, Zhilu Zhang +11 · 5 citations
Computer Science · Engineering · #Image and Signal Denoising Methods #Image Processing Techniques and Applications #Photoacoustic and Ultrasonic Imaging
- MV-VTON: Multi-View Virtual Try-On with Diffusion Models
2024/04/26 by Haoyu Wang, Zhilu Zhang, Wang, Haoyu +7 · 8 citations
Decision Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Simulation Techniques and Applications
- Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising
2024/04/11 by Li, Junyi, Zhang, Zhilu, Zuo, Wangmeng · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results
2020/05/08 by Abdelhamed, Abdelrahman, Afifi, Mahmoud, Timofte, Radu +87 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision
2021/08/18 by Zhang, Zhilu, Wang, Haolin, Liu, Ming +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Self-Supervised Video Desmoking for Laparoscopic Surgery
2024/03/17 by Renlong Wu, Zhilu Zhang, Wu, Renlong +13 · 5 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Enhanced Recovery After Surgery #FOS: Computer and information sciences #Surgical Simulation and Training
- Improving Image Restoration through Removing Degradations in Textual Representations
2023/12/28 by Jingbo Lin, Lin, Jingbo, Zhilu Zhang +9 · 4 citations
Computer Science · #Digital Media Forensic Detection #Image Enhancement Techniques #Generative Adversarial Networks and Image Synthesis
- AIM 2020 Challenge on Learned Image Signal Processing Pipeline
2020/11/10 by Ignatov, Andrey, Timofte, Radu, Zhang, Zhilu +36 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Self-Supervised High Dynamic Range Imaging with Multi-Exposure Images in Dynamic Scenes
2023/10/03 by Zhilu Zhang, Haoyu Wang, Zhang, Zhilu +9 · 3 citations
Computer Science · Engineering · #Image Enhancement Techniques #Advanced Vision and Imaging #Photoacoustic and Ultrasonic Imaging
- Benchmark Dataset and Effective Inter-Frame Alignment for Real-World Video Super-Resolution
2022/12/10 by Wang, Ruohao, Liu, Xiaohui, Zhang, Zhilu +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Self-Supervised Image Restoration with Blurry and Noisy Pairs
2022/11/14 by Zhang, Zhilu, Xu, Rongjian, Liu, Ming +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity
2024/12/28 by Jingbo Lin, Lin, Jingbo, Zhilu Zhang +11 · 4 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Signal Denoising Methods
- Confidence Calibration for Convolutional Neural Networks Using Structured Dropout
2019/06/23 by Zhang, Zhilu, Dalca, Adrian V., Sabuncu, Mert R. · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report
2022/10/20 by Conde, Marcos V., Timofte, Radu, Huang, Yibin +40 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Exposure Bracketing Is All You Need For A High-Quality Image
2024/01/01 by Zhilu Zhang, Zhang, Zhilu, Shuohao Zhang +7 · 1 citation
Medicine · Engineering · #Medical Imaging Techniques and Applications #Photoacoustic and Ultrasonic Imaging #Radiomics and Machine Learning in Medical Imaging