Zheng Zhao

1. Controlling Vision-Language Models for Multi-Task Image Restoration
   2023/10/02 by Ziwei Luo, Fredrik Gustafsson, Luo, Ziwei +7 · 34 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Advanced Image Processing Techniques
2. Aggregation‐Induced Emission: New Vistas at the Aggregate Level
   2020/02/12 by Zheng Zhao, Haoke Zhang, Jacky W. Y. Lam +1 · 12 citations
   Materials Science · Engineering · Chemistry · #Luminescence and Fluorescent Materials #Organic Light-Emitting Diodes Research #Molecular Sensors and Ion Detection
3. Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models
   2023/04/17 by Ziwei Luo, Fredrik Gustafsson, Luo, Ziwei +7 · 11 citations
   Computer Science · #Advanced Image Processing Techniques #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods
4. Spectral Editing of Activations for Large Language Model Alignment
   2024/05/15 by Yifu Qiu, Qiu, Yifu, Zheng Zhao +9 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
5. Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding
   2024/05/04 by Zheng Zhao, Emilio Monti, Zhao, Zheng +5 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
6. HyperSeg: Towards Universal Visual Segmentation with Large Language Model
   2024/11/26 by Cong Wei, Yujie Zhong, Wei, Cong +11 · 7 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
7. LinVT: Empower Your Image-level Large Language Model to Understand Videos
   2024/12/06 by Lishuai Gao, Gao, Lishuai, Yujie Zhong +9 · 8 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications
8. Investigation of three clusters of COVID-19 in Singapore: implications for surveillance and response measures
   2020/03/01 by Rachael Pung, Calvin J Chiew, Calvin J. Chiew +88 · 6 citations
   Mathematics · Medicine · #COVID-19 epidemiological studies #SARS-CoV-2 and COVID-19 Research #SARS-CoV-2 detection and testing
9. Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models
   2024/04/15 by Ziwei Luo, Fredrik Gustafsson, Luo, Ziwei +7 · 4 citations
   Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
10. Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization
    2020/12/21 by Jiaqi Gu, Gu, Jiaqi, Chenghao Feng +9 · 2 citations
    Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optical Network Technologies #Optics (physics.optics) #Photonic and Optical Devices
11. Conditioning diffusion models by explicit forward-backward bridging
    2024/05/22 by Adrien Corenflos, Corenflos, Adrien, Zheng Zhao +7 · 3 citations
    Computer Science · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Model Reduction and Neural Networks
12. Taming Diffusion Models for Image Restoration: A Review
    2024/09/16 by Ziwei Luo, Luo, Ziwei, Fredrik Gustafsson +7 · 3 citations
    Computer Science · Mathematics · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Medical Imaging Techniques and Applications #Numerical methods in inverse problems
13. On Feynman--Kac training of partial Bayesian neural networks
    2023/10/30 by Zheng Zhao, Zhao, Zheng, Sebastian Mair +5 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
14. Multidimensional Projection Filters via Automatic Differentiation and Sparse-Grid Integration
    2021/12/16 by Muhammad F. Emzir, Zheng Zhao, Emzir, Muhammad Fuady +3 · 1 citation
    Computer Science · Environmental Science · #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Hydrology and Drought Analysis #Hydrology and Watershed Management Studies #Methodology (stat.ME) #Optimization and Control (math.OC) #Target Tracking and Data Fusion in Sensor Networks
15. Reducing Quantity Hallucinations in Abstractive Summarization
    2020/09/28 by Zheng Zhao, Shay B. Cohen, Zhao, Zheng +3 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
16. TASR: Timestep-Aware Diffusion Model for Image Super-Resolution
    2024/12/04 by Q. Lin, Xiaopeng Sun, Lin, Qinwei +11 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Image and Video Quality Assessment
17. PersonaLens: A Benchmark for Personalization Evaluation in Conversational AI Assistants
    2025/06/11 by Zheng Zhao, Clara Vania, Zhao, Zheng +9 · 4 citations
    Computer Science · Medicine · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Persona Design and Applications
18. Generative diffusion posterior sampling for informative likelihoods
    2025/06/01 by Zheng Zhao, Zhao, Zheng · 2 citations
    Medicine · #Advanced Neuroimaging Techniques and Applications
19. Verifying Chain-of-Thought Reasoning via Its Computational Graph
    2025/10/10 by Zheng Zhao, Zhao, Zheng, Yeskendir Koishekenov +7 · 2 citations
    Computer Science · Neuroscience · Psychology · #Action Observation and Synchronization #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Embodied and Extended Cognition #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)