Li, Shiwei

1. MVSNet: Depth Inference for Unstructured Multi-view Stereo
   2018/04/07 by Yao Yao, Yao, Yao, Zixin Luo +7 · 71 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Robotics and Sensor-Based Localization
2. BlendedMVS: A Large-scale Dataset for Generalized Multi-view Stereo Networks
   2019/11/22 by Yao Yao, Zixin Luo, Yao, Yao +13 · 62 citations
   Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Enhancement Techniques
3. Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference
   2019/02/27 by Yao Yao, Yao, Yao, Zixin Luo +9 · 15 citations
   Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques
4. ContextDesc: Local Descriptor Augmentation with Cross-Modality Context
   2019/04/08 by Zixin Luo, Tianwei Shen, Luo, Zixin +13 · 6 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
5. Visibility-aware Multi-view Stereo Network
   2020/08/18 by Zhang, Jingyang, Yao, Yao, Li, Shiwei +2 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. NeILF++: Inter-Reflectable Light Fields for Geometry and Material Estimation
   2023/03/30 by Zhang, Jingyang, Yao, Yao, Li, Shiwei +5 · 7 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. ASLFeat: Learning Local Features of Accurate Shape and Localization
   2020/03/23 by Luo, Zixin, Zhou, Lei, Bai, Xuyang +6 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. Matrix3D: Large Photogrammetry Model All-in-One
   2025/02/11 by Yuanxun Lu, Lu, Yuanxun, Jingyang Zhang +16 · 1 voice · 10 citations
   Earth and Planetary Sciences · Engineering · Environmental Science · #3D Surveying and Cultural Heritage #Remote Sensing and LiDAR Applications #Satellite Image Processing and Photogrammetry #cs.CV
9. Direct2.5: Diverse Text-to-3D Generation via Multi-view 2.5D Diffusion
   2023/11/27 by Yuanxun Lu, Jingyang Zhang, Lu, Yuanxun +15 · 7 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
10. Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency
    2020/07/24 by Jiaxiang Shang, Tianwei Shen, Shang, Jiaxiang +11 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Video Surveillance and Tracking Methods
11. JointNet: Extending Text-to-Image Diffusion for Dense Distribution Modeling
    2023/10/10 by Zhang, Jingyang, Li, Shiwei, Lu, Yuanxun +5 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
12. A Survey on Data Synthesis and Augmentation for Large Language Models
    2024/10/16 by Wang, Ke, Zhu, Jiahui, Ren, Minjie +8 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
13. Critical Regularizations for Neural Surface Reconstruction in the Wild
    2022/06/07 by Jingyang Zhang, Yao Yao, Zhang, Jingyang +11 · 2 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
14. FedBAT: Communication-Efficient Federated Learning via Learnable Binarization
    2024/08/06 by Li, Shiwei, Xu, Wenchao, Wang, Haozhao +7 · 4 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
15. Self-Supervised Learning of Depth and Motion Under Photometric Inconsistency
    2019/09/19 by Shen, Tianwei, Zhou, Lei, Luo, Zixin +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
16. Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts
    2020/04/16 by Zhen, Mingmin, Wang, Jinglu, Zhou, Lei +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
17. Sharp Monocular View Synthesis in Less Than a Second
    2025/12/11 by Lars Mescheder, Mescheder, Lars, Wei Dong +24 · 2 voices · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis #cs.CV #cs.LG
18. Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics
    2025/05/29 by Li, Shiwei, Luo, Xiandi, Tang, Xing +6 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
19. Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation
    2025/03/06 by Cui, Ziqiang, Weng, Yunpeng, Tang, Xing +8 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
20. DSD-DA: Distillation-based Source Debiasing for Domain Adaptive Object Detection
    2023/11/17 by Yongchao Feng, Shiwei Li, Feng, Yongchao +11 · 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
21. Step-DeepResearch Technical Report
    2025/12/23 by Hu, Chen, Du, Haikuo, Wang, Heng +64 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
22. The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning
    2025/05/29 by Li, Shiwei, Luo, Xiandi, Wang, Haozhao +6 · 4 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)