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Protocol for a bandit-based response adaptive trial to evaluate the effectiveness of brief self-guided digital interventions for reducing psychological distress in university students: the Vibe Up study

K. Huckvale, L. Hoon, E. Stech, J. M. Newby, W. Y. Zheng, J. Han, R. Vasa, S. Gupta, S. Barnett, M. Senadeera, others

2023 / Vol. 13, pp. e066249 / BMJ open

Guiding Visual Question Answering with Attention Priors

T. M. Le, V. Le, S. Gupta, S. Venkatesh, T. Tran

2023 / pp. 4381 - 4390 / Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Continual Learning with Dependency Preserving Hypernetworks

D. S. Chandra, S. Varshney, P. Srijith, S. Gupta

2023 / pp. 2339 - 2348 / Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Machine learning-based discovery of vibrationally stable materials

S. A. Tawfik, M. Rashid, S. Gupta, S. P. Russo, T. R. Walsh, S. Venkatesh

2023 / Vol. 9, pp. 5 / npj Computational Materials

On instance-dependent bounds for offline reinforcement learning with linear function approximation

T. Nguyen-Tang, M. Yin, S. Gupta, S. Venkatesh, R. Arora

2023 / Vol. 37, pp. 9310 - 9318 / Proceedings of the AAAI Conference on Artificial Intelligence

Gradient Descent in Neural Networks as Sequential Learning in Reproducing Kernel Banach Space

A. Shilton, S. Gupta, S. Rana, S. Venkatesh

2023 / pp. 31435 - 31488 / International Conference on Machine Learning (ICML)

Improving Out-of-distribution Generalization with Indirection Representations

K. Pham, H. Le, M. Ngo, T. Tran

2023 / International Conference on Learning Representations (ICLR)

ERA targets against different threats: numerical simulations and experimental results

P. Moldtmann, J. Limido, A. Klavzar, S. Ryan

2023 / 33rd International Symposium on Ballistics

ERA targets against different threats: numerical simulations and experimental results

P. Moldtmann, J. Limido, A. Klavzar, S. Ryan

2023 / 33rd International Symposium on Ballistics

Machine learning-assisted evaluation of complex ballistic armour performance

S. Ryan, J. Berk, A. Weiss, M. Vardy, N. Yatom, S. Rana, S. Venkatesh

2023 / 33rd International Symposium on Ballistics

Efficient Classification with Counterfactual Reasoning and Active Learning

A. Mohammed, D. Nguyen, B. Duong, T. Nguyen

2022 / 14th Asian Conference on Intelligent Information and Database Systems (ACIIDS)

Towards Effective and Robust Neural Trojan Defenses via Input Filtering

K. Do, H. Harikumar, H. Le, D. Nguyen, T. Tran, S. Rana, D. Nguyen, W. Susilo, S. Venkatesh

2022 / European Conference on Computer Vision (ECCV)

Video Restoration Framework and its Meta-adaptations to Data-poor Conditions

S. G. S. R. P. Patil, S. Venkatesh

2022 / European Conference on Computer Vision (ECCV)

Black-box Few-shot Knowledge Distillation

D. Nguyen, S. Gupta, K. Do, S. Venkatesh

2022 / European Conference on Computer Vision (ECCV)