The 2nd competition on counter measures to 2D face spoofing attacks. - Ivana Chingovska; J. Yang; Zhen Lei 001; Dong Yi; Stan Z. Li; Olga Kähm; Christian Glaser; Naser Damer; Arjan Kuijper; Alexander Nouak; Jukka Komulainen; Tiago Freitas Pereira; et al. (ICB, 2013)

Emotion recognition using facial and audio features. - Tarun Krishna; Ayush K. Rai; Shubham Bansal; Shubham Khandelwal; Shubham Gupta; Dushyant Goyal (ICMI, 2013)

Investigating Memorability of Dynamic Media. - Phuc H. Le-Khac; Ayush K. Rai; Graham Healy; Alan F. Smeaton; Noel E. O'Connor (MediaEval, 2020)

Discerning Generic Event Boundaries in Long-Form Wild Videos. - Ayush K. Rai; Tarun Krishna; Julia Dietlmeier; Kevin McGuinness; Alan F. Smeaton; Noel E. O'Connor (CoRR, 2021)

Dynamic Channel Selection in Self-Supervised Learning. - Tarun Krishna; Ayush K. Rai; Yasser Abdelaziz Dahou Djilali; Alan F. Smeaton; Kevin McGuinness; Noel E. O'Connor (CoRR, 2022)

Unifying Synergies between Self-supervised Learning and Dynamic Computation. - Tarun Krishna; Ayush K. Rai; Alexandru Drimbarean; Eric Arazo; Paul Albert; Alan F. Smeaton; Kevin McGuinness; Noel E. O'Connor (BMVC, 2023)

Motion Aware Self-Supervision for Generic Event Boundary Detection. - Ayush K. Rai; Tarun Krishna; Julia Dietlmeier; Kevin McGuinness; Alan F. Smeaton; Noel E. O'Connor (WACV, 2023)

Unifying Synergies between Self-supervised Learning and Dynamic Computation. - Tarun Krishna; Ayush K. Rai; Alexandru Drimbarean; Alan F. Smeaton; Kevin McGuinness; Noel E. O'Connor (CoRR, 2023)

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; Noel E. O'Connor (CVPR Workshops, 2024)

Reinforcement Learning meets Masked Video Modeling : Trajectory-Guided Adaptive Token Selection. - Ayush K. Rai; Kyle Min 001; Tarun Krishna; Feiyan Hu; Alan F. Smeaton; Noel E. O'Connor (CoRR, 2025)