Zhanyu Ma

1. DemoFusion: Democratising High-Resolution Image Generation With No
   2023/11/24 by Ruoyi Du, Du, Ruoyi, Dongliang Chang +8 · 1 voice · 27 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
2. Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT
   2024/06/05 by Le Zhuo, Ruoyi Du, Zhuo, Le +41 · 51 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Music Technology and Sound Studies #Model Reduction and Neural Networks
3. I-Max: Maximize the Resolution Potential of Pre-trained Rectified Flow Transformers with Projected Flow
   2024/10/10 by Ruoyi Du, Dongyang Liu, Du, Ruoyi +11 · 11 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fluid Dynamics and Turbulent Flows #Lattice Boltzmann Simulation Studies
4. OmniEraser: Remove Objects and Their Effects in Images with Paired Video-Frame Data
   2025/01/13 by Runpu Wei, Zijin Yin, Wei, Runpu +14 · 15 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction
5. Deep Metric Learning for Few-Shot Image Classification: A Review of Recent Developments
   2021/05/17 by Xiaoxu Li, Li, Xiaoxu, Xiaochen Yang +5 · 3 citations
   Computer Science · Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG)
6. NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images
   2024/06/11 by Yufei Han, Heng Guo, Han, Yufei +13 · 6 citations
   Computer Science · Engineering · #Optical measurement and interference techniques #Optical Polarization and Ellipsometry #Advanced Optical Imaging Technologies
7. Locally-Enriched Cross-Reconstruction for Few-Shot Fine-Grained Image Classification
   2023/05/11 by Xiaoxu Li, Qi Song, Jijie Wu +4 · 3 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #COVID-19 diagnosis using AI
8. Caption Feature Space Regularization for Audio Captioning
   2022/04/18 by Yiming Zhang, Zhang, Yiming, Hong Yu +7 · 2 citations
   Computer Science · #Music and Audio Processing #Speech and Audio Processing #Video Analysis and Summarization
9. Benchmarking Segmentation Models with Mask-Preserved Attribute Editing
   2024/03/02 by Zijin Yin, Kongming Liang, Yin, Zijin +7 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications
10. Your "Flamingo" is My "Bird": Fine-Grained, or Not
    2020/11/18 by Dongliang Chang, Chang, Dongliang, Kaiyue Pang +9 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
11. Multi-Semantic Fusion Model for Generalized Zero-Shot Skeleton-Based Action Recognition
    2023/09/18 by Mingzhe Li, Li, Ming-Zhe, Zhen Jia +7 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition
12. GINet: Graph Interaction Network for Scene Parsing
    2020/09/14 by Tianyi Wu, Yu Lu, Wu, Tianyi +11 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
13. SSKD: Self-Supervised Knowledge Distillation for Cross Domain Adaptive Person Re-Identification
    2020/09/13 by Junhui Yin, Jiayan Qiu, Yin, Junhui +7 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #IoT and GPS-based Vehicle Safety Systems #Video Surveillance and Tracking Methods
14. Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features
    2021/01/31 by Dongliang Chang, Chang, Dongliang, Yixiao Zheng +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
15. Structured DropConnect for Uncertainty Inference in Image Classification
    2021/06/16 by Wenqing Zheng, Zheng, Wenqing, Jiyang Xie +5 · 1 citation
    Computer Science · #14J26 (Secondary) #14J60 (Primary) 14F05 #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #F.2.2 #FOS: Computer and information sciences #I.2.7
16. CMF: Cascaded Multi-model Fusion for Referring Image Segmentation
    2021/06/16 by Jianhua Yang, Yan Huang, Yang, Jianhua +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
17. Adversarial Network Bottleneck Features for Noise Robust Speaker Verification
    2017/06/11 by Hong Yu, Zheng‐Hua Tan, Yu, Hong +5 · 1 citation
    Computer Science · #Speech and Audio Processing #Speech Recognition and Synthesis #Music and Audio Processing
18. CineTechBench: A Benchmark for Cinematographic Technique Understanding and Generation
    2025/05/21 by X. L. Wang, Song Xu, Wang, Xinran +14 · 3 citations
    Computer Science · Economics, Econometrics and Finance · Social Sciences · #Cinema and Media Studies #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Multimedia Communication and Technology
19. M4Fog: A Global Multi-Regional, Multi-Modal, and Multi-Stage Dataset for Marine Fog Detection and Forecasting to Bridge Ocean and Atmosphere
    2024/06/19 by Mengqiu Xu, Ming‐Shiang Wu, Xu, Mengqiu +25 · 1 citation
    Earth and Planetary Sciences · Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Maritime Navigation and Safety #Oceanographic and Atmospheric Processes #Water Quality Monitoring Technologies
20. Quantum work statistics across a critical point: full crossover from sudden quench to the adiabatic limit
    2025/02/03 by Zhanyu Ma, Ma, Zhanyu, Andrew K. Mitchell +3 · 1 citation
    Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Quantum many-body systems #Statistical Mechanics and Entropy
21. FourierSR: A Fourier Token-based Plugin for Efficient Image Super-Resolution
    2025/03/13 by Wenjie Li, Heng Guo, Li, Wenjie +5 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment
22. FlexiGrad: Adaptive Gradient Modulation for Hierarchical Fine-Grained Classification
    2026/07/20 by Zilu Zhou, Dongliang Chang, Junhan Chen +1
    Computer Science · #cs.CV