@article{rai2023video,title={Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation: A Unified Approach},author={Rai, Ayush K and Krishna, Tarun and Hu, Feiyan and Drimbarean, Alexandru and McGuinness, Kevin and Smeaton, Alan F and O'Connor, Noel E},journal={arXiv preprint arXiv:2311.16514},year={2024},}
2023
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
@inproceedings{Krishna_2023_BMVC,author={Krishna, Tarun and Rai, Ayush K. and Drimbarean, Alexandru F and Arazo, Eric and Albert, Paul and Smeaton, Alan and McGuinness, Kevin and Connor, Noel O},title={Unifying Synergies between Self-supervised Learning and Dynamic Computation},booktitle={34th British Machine Vision Conference 2023, {BMVC} 2023, Aberdeen, UK, November 20-24, 2023},publisher={BMVA},year={2023},}
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
@inproceedings{albert2023your,title={Is your noise correction noisy? PLS: Robustness to label noise with two stage detection},author={Albert, Paul and Arazo, Eric and Krishna, Tarun and O’Connor, Noel E and McGuinness, Kevin},booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},pages={118--127},year={2023},}
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
@inproceedings{rai2023motion,title={Motion Aware Self-Supervision for Generic Event Boundary Detection},author={Rai, Ayush K and Krishna, Tarun and Dietlmeier, Julia and McGuinness, Kevin and Smeaton, Alan F and O’Connor, Noel E},booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},pages={2728--2739},year={2023},}
2022
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
@inproceedings{krishna2022dynamic,title={Dynamic Channel Selection in Self-Supervised Learning},author={Krishna, Tarun and Rai, Ayush K and Djilali, Yasser AD and Smeaton, Alan F and McGuinness, Kevin and O’Connor, Noel E},booktitle={24th Irish Machine Vision and Image Processing Conference},year={2022},}
2021
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
@inproceedings{Djilali_2021_ICCV,author={Djilali*, Yasser Abdelaziz Dahou and Krishna*, Tarun and McGuinness, Kevin and O{\textquoteright}Connor, Noel E.},title={Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning.},booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},month=oct,year={2021},pages={15414-15424},}
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
@inproceedings{krishna2021evaluating,title={Evaluating contrastive models for instance-based image retrieval},author={Krishna, Tarun and McGuinness, Kevin and O'Connor, Noel},booktitle={Proceedings of the 2021 International Conference on Multimedia Retrieval},pages={471--475},year={2021},}