Chen, Jiawen
- Unprocessing Images for Learned Raw Denoising
2018/11/27 by Brooks, Tim, Mildenhall, Ben, Xue, Tianfan +3 · 27 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- How to Train Neural Networks for Flare Removal
2020/11/25 by Yicheng Wu, Qiurui He, Wu, Yicheng +11 · 13 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Burst Denoising with Kernel Prediction Networks
2017/12/06 by Mildenhall, Ben, Barron, Jonathan T., Chen, Jiawen +3 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization
2023/11/15 by Yixin Liu, Alexander R. Fabbri, Liu, Yixin +17 · 12 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics
2024/06/10 by Chen, Jiawen, Zhou, Muqing, Wu, Wenrong +3 · 9 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #I.2.10 #I.4.10
- Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image
2021/10/12 by Shumian Xin, Xin, Shumian, Neal Wadhwa +13 · 4 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- Splatting-based Synthesis for Video Frame Interpolation
2022/01/25 by Niklaus, Simon, Hu, Ping, Chen, Jiawen · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Stereoscopic Dark Flash for Low-light Photography
2019/01/05 by Wang, Jian, Xue, Tianfan, Barron, Jonathan T. +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Joint Bilateral Learning for Real-time Universal Photorealistic Style Transfer
2020/04/23 by Xide Xia, Meng Zhang, Xia, Xide +11 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
- Real-time Localized Photorealistic Video Style Transfer
2020/10/20 by Xide Xia, Xia, Xide, Tianfan Xue +11 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
- Advancements in 3D Lane Detection Using LiDAR Point Clouds: From Data Collection to Model Development
2023/09/24 by Runkai Zhao, Yuwen Heng, Zhao, Runkai +13 · 1 citation
Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
- Learning Lens Blur Fields
2023/10/17 by Esther Y. H. Lin, Lin, Esther Y. H., Zhecheng Wang +15 · 1 citation
Engineering · Computer Science · #Image Processing Techniques and Applications #Advanced Image Processing Techniques #Advanced Vision and Imaging
- On the Identifiability and Interpretability of Gaussian Process Models
2023/10/25 by Jiawen Chen, Chen, Jiawen, W. Mu +5 · 1 citation
Computer Science · Engineering · #62M30 #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Gaussian Processes for Time Series with Lead-Lag Effects with applications to biology data
2024/01/15 by Mu, Wancen, Chen, Jiawen, Davis, Eric S. +4 · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Onsager vortex clusters on a sphere
2024/03/14 by Jiawen Chen, Xiaoquan Yu, Chen, Jiawen +1 · 1 citation
Earth and Planetary Sciences · Engineering · #Aeolian processes and effects #FOS: Physical sciences #Fluid Dynamics and Turbulent Flows #Particle Dynamics in Fluid Flows #Quantum Gases (cond-mat.quant-gas) #Statistical Mechanics (cond-mat.stat-mech)
- Critical Nodes Identification in Complex Networks: A Survey
2025/07/08 by Chen, Duxin, Chen, Jiawen, Zhang, Xiaoyu +5 · 2 citations
#Applied Physics (physics.app-ph) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Social and Information Networks (cs.SI)