publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Uncertainty-Aware Diffusion Guided Refinement of 3D Scenes
    Sarosij Bose, Arindam Dutta, Sayak Nag, and 4 more authors
    arXiv preprint arXiv:2503.15742, 2025
  2. pipeline_snerf.png
    S-NeRF++: Autonomous Driving Simulation via Neural Reconstruction and Generation
    Yurui Chen, Junge Zhang, Ziyang Xie, and 4 more authors
    In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025
    PDF

2024

  1. cover_urbandiff.gif
    Urban Scene Diffusion through Semantic Occupancy Map
    Junge Zhang, Qihang Zhang, Li Zhang, and 3 more authors
    arXiv preprint, 2024
    Website
  2. soft.png
    Softmax-free Linear Transformers
    Jiachen Lu, Junge Zhang, Xiatian Zhu, and 3 more authors
    In International Journal of Computer Vision, 2024
    Website
  3. cover_nerflidar.png
    NeRF-LiDAR: Generating Realistic LiDAR Point Clouds with Neural Radiance Fields
    Junge Zhang, Feihu Zhang, Shaochen Kuang, and 1 more author
    In Association for the Advancement of Artificial Intelligence (AAAI), 2024
    Oral presentation.
    Website

2023

  1. snerf.gif
    S-NeRF: Neural Radiance Fields for Street Views
    Ziyang Xie*, Junge Zhang*, Wenye Li, and 2 more authors
    In International Conference on Learning Representations, 2023
    Website

2021

  1. soft.png
    SOFT: Softmax-free transformer with linear complexity
    Jiachen Lu, Jinghan Yao, Junge Zhang, and 6 more authors
    In Advances in Neural Information Processing Systems, 2021
    Spotlight.
    Website