Sifan Zhou

1. LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection
   2024/01/29 by Sifan Zhou, Liang Li, Zhou, Sifan +15 · 7 citations
   Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
2. PTT: Point-Track-Transformer Module for 3D Single Object Tracking in Point Clouds
   2021/08/14 by Jiayao Shan, Shan, Jiayao, Sifan Zhou +5 · 4 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
3. Information Entropy Guided Height-aware Histogram for Quantization-friendly Pillar Feature Encoder
   2024/05/29 by Sifan Zhou, Zhou, Sifan, Zhihang Yuan +12 · 6 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 #Robotics (cs.RO) #Video Analysis and Summarization
4. GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning
   2025/02/18 by Sifan Zhou, Shuo Wang, Zhou, Sifan +8 · 7 citations
   Engineering · #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. PTQ4RIS: Post-Training Quantization for Referring Image Segmentation
   2024/09/25 by Xiaoyan Jiang, Jiang, Xiaoyan, Hang Yang +9 · 3 citations
   Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection
6. PillarTrack:Boosting Pillar Representation for Transformer-based 3D Single Object Tracking on Point Clouds
   2024/04/11 by Weisheng Xu, Sifan Zhou, Xu, Weisheng +4 · 2 citations
   Computer Science · #Video Surveillance and Tracking Methods #Human Pose and Action Recognition #Advanced Neural Network Applications