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@VITA-Group

VITA

Visual Informatics Group @ University of Texas at Austin

Popular repositories

  1. 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 1.4k 180

  2. DeblurGANv2 Public

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

    Python 789 227

  3. EnlightenGAN Public

    [IEEE TIP'2021] "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 682 183

  4. 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 507 109

  5. AutoGAN Public

    [ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang

    Python 447 82

  6. ShapeMatchingGAN Public

    [ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN

    Jupyter Notebook 397 66

Repositories

  • architecture_convergence Public

    [Neurips 2022] "Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis" by Wuyang Chen*, Wei Huang*, Xinyu Gong, Boris Hanin, Zhangyang Wang

    Python 0 MIT 0 0 0 Updated Oct 11, 2022
  • VITA-Group.github.io Public
    HTML 3 2 0 0 Updated Oct 10, 2022
  • BackRazor_Neurips22 Public

    [Neurips 2022] “ Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropogation”, Ziyu Jiang*, Xuxi Chen*, Xueqin Huang, Xianzhi Du, Denny Zhou, Zhangyang Wang

    Python 2 0 0 0 Updated Oct 8, 2022
  • SLaK Public

    "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity", Shiwei Liu, Tianlong Chen, Xiaohan Chen, Xuxi Chen, Qiao Xiao, Boqian Wu, Mykola Pechenizkiy, Decebal Constantin Mocanu, Zhangyang Wang

    HTML 150 MIT 13 4 0 Updated Oct 8, 2022
  • Backdoor-LTH Public

    [CVPR 2022] "Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free" by Tianlong Chen*, Zhenyu Zhang*, Yihua Zhang*, Shiyu Chang, Sijia Liu, and Zhangyang Wang

    Python 19 MIT 2 0 0 Updated Oct 5, 2022
  • CV_LTH_Pre-training Public

    [CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Carbin, Zhangyang Wang

    Python 54 10 0 1 Updated Oct 5, 2022
  • GradientGCN Public

    [NeurIPS2022] Old can be Gold: Better Gradient Flow can make Vanilla-GCNs Great Again by Ajay Jaiswal, Peihao Wang, Tianlong Chen, Justin F Rousseau, Ying Ding, Zhangyang Wang

    Python 0 0 0 0 Updated Oct 3, 2022
  • Random-Shuffling-BackdoorDetect Public

    [NeurIPS 2022] "Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets" by Ruisi Cai*, Zhenyu Zhang*, Tianlong Chen, Xiaohan Chen, Zhangyang Wang

    Python 4 MIT 0 0 0 Updated Oct 1, 2022
  • AutoSpeech Public

    [InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei Zha, Zhangyang Wang

    Python 185 MIT 43 5 5 Updated Sep 30, 2022
  • Privacy-AdversarialLearning Public

    [ECCV 2018] Towards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study

    Jupyter Notebook 35 13 2 2 Updated Sep 30, 2022
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