Blog(2)

• FaceMe: Robust Blind Face Restoration With Personal Identification

  Face restoration focuses on improving the quality of facial images by removing complex degradation and enhancing details. Face restoration is inherently a highly ill-posed task because a single low-quality input can correspond to many potential high-quality counterparts scattered throughout the high-quality image space.

• GOHSP: A Unified Framework of Graph and Optimization-based Heterogeneous Structured Pruning for Vision Transformer

  The recently proposed Vision transformers (ViTs) have shown very impressive empirical performance in various computer vision tasks, and they are viewed as an important type of foundation model.

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Publications(21)

• HOP to the Next Tasks and Domains for Continual Learning in NLP

  AuthorUmberto Michieli, Mete Ozay

  PublishedNational Conference on Artificial Intelligence (AAAI)

  Date2024-03-24

• Strong Baselines for Parameter Efficient Few-Shot Fine-tuning

  AuthorShell Xu Hu

  PublishedConference on Artificial Intelligence (AAAI)

  Date2024-02-20

• Hypernetworks for Zero-shot Transfer in Reinforcement Learning

  AuthorSahand Rezaei-Shoshtari, Charlotte Morissette, Francois Hogan, Gregory Dudek

  PublishedAssociation for the Advancement of Artificial Intelligence (AAAI)

  Date2023-02-27

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