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StiphyJay/README.md

Hi there 👋 I am Sifan Zhou

About me...

  • 😄 Work hard! Play hard!
  • 🔭 I'm a 4th-year Ph.D. student (from Sep 2021) at the Southeast University...
  • 👯 I am also a research intern at the AirLab at the Robotics Institute of Carnegie Mellon University (CMU), under the supervision of Professor Sebastian Scherer, Wenshan Wang and Shibo Zhao.
  • 🌱 I’m currently researching LLM/MLLM quantization, IMU-centric Pose estimation, object detection and tracking based on lidar/multi-sensor fusion...
  • 💬 Ask me about model compression, 3D point cloud detection/tracking, pose estimation...
  • 📫 How to reach me: sifanjay@gmail.com

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  1. FastPillars Public

    FastPillars: A Deployment-friendly Pillar-based 3D Detector

    Python 148 12

  2. LiDAR-PTQ Public

    ICLR2024: LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection.

    74

  3. 3D-Detection-CVPR2022 Public

    CVPR2022 paper list on 3D Object Detection

    11 2

  4. PillarTrack Public

    PillarTrack: Redesigning Pillar-based Transformer Network for Single Object Tracking on Point Clouds

    Python 12

  5. MQuant Public

    [Official Code]: MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization

    8

  6. MVCTrack Public

    [ICRA2025]: MVCTrack: Boosting 3D Point Cloud Tracking via Multimodal-Guided Virtual Cues

    Python 8

129 contributions in the last year

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Activity overview

Contributed to StiphyJay/MVCTrack, StiphyJay/MQuant, gugu511yy/PTQ4RIS and 17 other repositories
Loading A graph representing StiphyJay's contributions from March 24, 2024 to March 25, 2025. The contributions are 95% commits, 5% issues, 0% pull requests, 0% code review.

Contribution activity

March 2025

Created 10 commits in 2 repositories
Created 1 repository
  • StiphyJay/EDF Python
    This contribution was made on Mar 24
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