Open Calls for Papers/Participation

  • Third Workshop on Seeking Low-Dimensionality in Deep Neural Networks (SLowDNN), Jan 2023
  • ICLR 2023 Workshop on Sparsity in Neural Networks: On practical limitations and tradeoffs between sustainability and efficiency, May 2023
  • ICASSP 2023 Special Session on Unsupervised Deep Learning of Image Priors for Inverse Problems, Jun 2023

VITA In the Press (selected)

Datasets

  • Multi-purpose Real Haze Benchmark (A2I2-Haze) dataset [Webpage]
  • IEEE TPAMI'20 + ECCV'18, Privacy attributes in HMDB51 (PA-HMDB51) dataset [Webpage]
  • IJCV'20 + CVPR'19, Multi-Purpose Image Deraining (MPID) dataset [Webpage]
  • IEEE TIP'19, REalistic Single Image DEhazing (RESIDE) dataset [Webpage]
  • ACM MM'15, Adobe Visual Font Recognition (VFR) dataset [Webpage]

Courses

Codes

Other Softwares

  • Our three popular image enhancement algorithms: AOD-Net, EnlightenGAN, and DeblurGAN-V2, are included into the open-source GNU Image Manipulation Program toolbox (GIMP-ML), as deep-dehazing, enlighten, and deblur plugins
  • DeblurGAN- V2 is also implemented by Intel OpenVINO toolkit
  • DeepFont, an Adobe Photoshop built-in feature, as one of its leading contributors. [Official Photoshop Manual]
  • Distributed Machine Learning (DML) ToolBox, as part of Microsoft Prajna
  • Dehazing algorithms integrated in the Computer Vision Emergency Response (CVER) toolkit [by students Pritish Uplavikar and Ryan Wells] [Webpage]