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@VITA-Group

VITA

Visual Informatics Group @ University of Texas at Austin

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  1. TransGAN TransGAN Public

    [NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang

    Python 1.7k 204

  2. DeblurGANv2 DeblurGANv2 Public

    [ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

    Python 1.1k 276

  3. EnlightenGAN EnlightenGAN Public

    [IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

    Python 989 207

  4. LightGaussian LightGaussian Public

    [NeurIPS 2024 Spotlight]"LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS", Zhiwen Fan, Kevin Wang, Kairun Wen, Zehao Zhu, Dejia Xu, Zhangyang Wang

    Python 685 65

  5. FasterSeg FasterSeg Public

    [ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

    Python 526 106

  6. FSGS FSGS Public

    [ECCV 2024]"FSGS: Real-Time Few-Shot View Synthesis using Gaussian Splatting", Zehao Zhu*, Zhiwen Fan*, Yifan Jiang, Zhangyang Wang

    Python 481 36

Repositories

Showing 10 of 209 repositories
  • Junk_DNA_Hypothesis Public

    [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, Souvik Kundu, Zhangyang Wang

    VITA-Group/Junk_DNA_Hypothesis’s past year of commit activity
    Python 16 2 0 0 Updated Apr 21, 2025
  • WeLore Public

    From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu, Jiawei Zhao, Yuandong Tian, Zhangyang Wang

    VITA-Group/WeLore’s past year of commit activity
    Python 44 1 1 0 Updated Apr 21, 2025
  • llm-kick Public

    [ICLR 2024] Jaiswal, A., Gan, Z., Du, X., Zhang, B., Wang, Z., & Yang, Y. Compressing llms: The truth is rarely pure and never simple.

    VITA-Group/llm-kick’s past year of commit activity
    Python 23 5 0 0 Updated Apr 21, 2025
  • SEAL Public

    Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free

    VITA-Group/SEAL’s past year of commit activity
    Python 16 1 1 0 Updated Apr 6, 2025
  • VITA-Group.github.io Public
    VITA-Group/VITA-Group.github.io’s past year of commit activity
    Jupyter Notebook 4 3 0 0 Updated Mar 25, 2025
  • SSM-Bottleneck Public

    [ICLR'25] "Understanding Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing" by Peihao Wang, Ruisi Cai, Yuehao Wang, Jiajun Zhu, Pragya Srivastava, Zhangyang Wang, Pan Li

    VITA-Group/SSM-Bottleneck’s past year of commit activity
    Python 11 MIT 0 1 0 Updated Mar 22, 2025
  • Shake-to-Leak Public
    VITA-Group/Shake-to-Leak’s past year of commit activity
    Python 14 MIT 2 1 0 Updated Mar 15, 2025
  • R-Sparse Public
    VITA-Group/R-Sparse’s past year of commit activity
    2 0 1 0 Updated Mar 1, 2025
  • Superficial_Alignment Public

    [NAACL 2025] Extracting and Understanding the Superficial Knowledge in Alignment, Runjin Chen, Gabriel Jacob Perin, Xuxi Chen, Xilun Chen, Yan Han, Nina S. T. Hirata , Junyuan Hong, Bhavya Kailkhura

    VITA-Group/Superficial_Alignment’s past year of commit activity
    Python 1 0 0 0 Updated Jan 25, 2025
  • VideoLifter Public

    Official implementation of "VideoLifter: Lifting Videos to 3D with Fast Hierarchical Stereo Alignment"

    VITA-Group/VideoLifter’s past year of commit activity
    Python 104 Apache-2.0 2 3 1 Updated Jan 21, 2025
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