Zhiwen Fan

1. LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS
   2023/11/28 by Zhiwen Fan, Kevin Wang, Fan, Zhiwen +9 · 89 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis
2. Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching
   2019/12/13 by Xiaodong Gu, Gu, Xiaodong, Zhiwen Fan +9 · 34 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
3. FSGS: Real-Time Few-shot View Synthesis using Gaussian Splatting
   2023/12/01 by Zehao Zhu, Zhu, Zehao, Zhiwen Fan +5 · 52 citations
   Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Enhancement Techniques
4. InstantSplat: Sparse-view Gaussian Splatting in Seconds
   2024/03/29 by Zhiwen Fan, Fan, Zhiwen, Wenyan Cong +20 · 43 citations
   Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · Engineering · #Spectroscopy Techniques in Biomedical and Chemical Research #Advanced Optical Sensing Technologies #Image Processing Techniques and Applications
5. M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
   2022/10/26 by Hanxue Liang, Zhiwen Fan, Liang, Hanxue +15 · 12 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
6. VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction
   2025/05/26 by Zhiwen Fan, Jian Zhang, Fan, Zhiwen +27 · 37 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
7. Large Spatial Model: End-to-end Unposed Images to Semantic 3D
   2024/10/24 by Zhiwen Fan, Jian Zhang, Fan, Zhiwen +22 · 18 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. DreamScene360: Unconstrained Text-to-3D Scene Generation with Panoramic Gaussian Splatting
   2024/04/10 by Shijie Zhou, Zhou, Shijie, Zhiwen Fan +15 · 11 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Image Processing and 3D Reconstruction #Video Analysis and Summarization
9. POPE: 6-DoF Promptable Pose Estimation of Any Object, in Any Scene, with One Reference
   2023/05/25 by Zhiwen Fan, Fan, Zhiwen, Panwang Pan +11 · 7 citations
   Engineering · Computer Science · #Robot Manipulation and Learning #Robotics and Sensor-Based Localization #Advanced Neural Network Applications
10. Taming Mode Collapse in Score Distillation for Text-to-3D Generation
    2023/12/31 by Peihao Wang, Wang, Peihao, Dejia Xu +18 · 8 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
11. LLMGeo: Benchmarking Large Language Models on Image Geolocation In-the-wild
    2024/05/30 by Zhiqiang Wang, Dejia Xu, Wang, Zhiqiang +9 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
12. Unified Implicit Neural Stylization
    2022/04/05 by Zhiwen Fan, Yifan Jiang, Fan, Zhiwen +9 · 4 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
13. SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image
    2022/04/02 by Dejia Xu, Yifan Jiang, Xu, Dejia +9 · 4 citations
    Computer Science · Neuroscience · #Image Enhancement Techniques #Visual Attention and Saliency Detection #Visual perception and processing mechanisms
14. Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts
    2023/05/30 by Rishov Sarkar, Sarkar, Rishov, Hanxue Liang +7 · 5 citations
    Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
15. NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes
    2022/09/19 by Zhiwen Fan, Fan, Zhiwen, Peihao Wang +9 · 4 citations
    Computer Science · Environmental Science · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #Remote Sensing and LiDAR Applications
16. Expressive Gaussian Human Avatars from Monocular RGB Video
    2024/07/03 by Hezhen Hu, Zhiwen Fan, Hu, Hezhen +11 · 7 citations
    Computer Science · Engineering · Psychology · #Human Pose and Action Recognition #Human Motion and Animation #Social Robot Interaction and HRI
17. STAMP: Scalable Task And Model-agnostic Collaborative Perception
    2025/01/24 by Xiangbo Gao, Gao, Xiangbo, Runsheng Xu +9 · 11 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Semantic Web and Ontologies
18. Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations
    2022/07/04 by Tianlong Chen, Peihao Wang, Chen, Tianlong +4 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
19. Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts
    2023/08/22 by Wenyan Cong, Hanxue Liang, Cong, Wenyan +13 · 3 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
20. Steepest Descent Density Control for Compact 3D Gaussian Splatting
    2025/05/08 by Peihao Wang, Yuehao Wang, Wang, Peihao +19 · 3 voices · 5 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #cs.CV
21. Lift3D: Zero-Shot Lifting of Any 2D Vision Model to 3D
    2024/03/27 by Mukund Varma T, T, Mukund Varma, Peihao Wang +9 · 3 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Image Enhancement Techniques
22. Generative AI for Autonomous Driving: Frontiers and Opportunities
    2025/05/13 by Yuping Wang, Shuo Xing, Wang, Yuping +89 · 11 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Transportation and Mobility Innovations
23. Learning to Estimate 6DoF Pose from Limited Data: A Few-Shot, Generalizable Approach using RGB Images
    2023/06/13 by Panwang Pan, Pan, Panwang, Zhiwen Fan +9 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics and Sensor-Based Localization
24. Residual-Guide Feature Fusion Network for Single Image Deraining
    2018/04/20 by Zhiwen Fan, Fan, Zhiwen, Huafeng Wu +6 · 1 citation
    Computer Science · Engineering · #Image Enhancement Techniques #Advanced Image Processing Techniques #Advanced Image Fusion Techniques
25. MeshMVS: Multi-View Stereo Guided Mesh Reconstruction
    2020/10/17 by Rakesh Shrestha, Shrestha, Rakesh, Zhiwen Fan +9 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
26. StegaNeRF: Embedding Invisible Information within Neural Radiance Fields
    2022/12/03 by Chenxin Li, Brandon Y. Feng, Li, Chenxin +7 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection
27. E3D-Bench: A Benchmark for End-to-End 3D Geometric Foundation Models
    2025/06/02 by Wenyan Cong, Yiqing Liang, Cong, Wenyan +17 · 4 citations
    Earth and Planetary Sciences · Engineering · #3D Modeling in Geospatial Applications #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geological Modeling and Analysis
28. INR-Arch: A Dataflow Architecture and Compiler for Arbitrary-Order Gradient Computations in Implicit Neural Representation Processing
    2023/08/11 by Stefan Abi-Karam, Rishov Sarkar, Abi-Karam, Stefan +9 · 2 citations
    Computer Science · Engineering · #Neural Networks and Applications #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors