Publications

(*) Equal contribution.

2023

  1. ARXIV
    Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation: A Unified Approach
    Ayush K Rai, Tarun Krishna, Feiyan Hu, Alexandru Drimbarean, Kevin McGuinness, Alan F Smeaton, and Noel E O’Connor
    arXiv preprint arXiv:2311.16514 2023
  2. BMVC
    Unifying Synergies between Self-supervised Learning and Dynamic Computation
    Tarun Krishna, Ayush K. Rai, Alexandru F Drimbarean, Eric Arazo, Paul Albert, Alan Smeaton, Kevin McGuinness, and Noel O Connor
    In 34th British Machine Vision Conference 2023, BMVC 2023, Aberdeen, UK, November 20-24, 2023 2023
  3. WACV
    Is your noise correction noisy? PLS: Robustness to label noise with two stage detection
    Paul Albert, Eric Arazo, Tarun Krishna, Noel E O’Connor, and Kevin McGuinness
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision 2023
  4. WACV
    Motion Aware Self-Supervision for Generic Event Boundary Detection
    Ayush K Rai, Tarun Krishna, Julia Dietlmeier, Kevin McGuinness, Alan F Smeaton, and Noel E O’Connor
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision 2023

2022

  1. IMVIP
    Dynamic Channel Selection in Self-Supervised Learning
    Tarun Krishna, Ayush K Rai, Yasser AD Djilali, Alan F Smeaton, Kevin McGuinness, and Noel E O’Connor
    In 24th Irish Machine Vision and Image Processing Conference 2022

2021

  1. ICCV
    Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning.
    Yasser Abdelaziz Dahou Djilali*, Tarun Krishna*, Kevin McGuinness, and Noel E. O’Connor
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Oct 2021
  2. ICMR
    Evaluating contrastive models for instance-based image retrieval
    Tarun Krishna, Kevin McGuinness, and Noel O’Connor
    In Proceedings of the 2021 International Conference on Multimedia Retrieval Oct 2021