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Black-box Few-shot Knowledge Distillation

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

2022 / European Conference on Computer Vision (ECCV)

Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback

D. Nguyen, N. V. D. Nghiem, B. Nguyen, D. Le, S. Sabahi, M. Nguyen, H. Le

2022 / Computational Linguistics and Natural Language Processing-Findings

Utilization of Bayesian Optimization and KWN Modeling for Increased Efficiency of Al-Sc Precipitation Strengthening

K. J. Deane, Yang, J. Licavoli, V. Nguyen, S. Rana, S. Gupta, S. Venkatesh, P. G. Sanders

2022 / Vol. 12, pp. 975 / Metals

The three ghosts of medical AI: Can the black-box present deliver?

T. P. Quinn, S. Jacobs, M. Senadeera, V. Le, S. Coghlan

2022 / Vol. 124, pp. 102158 / Artificial intelligence in medicine

Video Dialog as Conversation about Objects Living in Space-Time

H. V. V. Pham, T. M. Le, V. Le, M. P. Tu, T. Tran

2022 / European Conference on Computer Vision (ECCV)

Bivariate causal discovery via conditional divergence

B. Duong, T. Nguyen

2022 / pp. 236 - 252 / Conference on Causal Learning and Reasoning

Causality-aided Recommendation Systems

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

2022 / Ijcnn

Mitigating cold start problems in drug-target affinity prediction with interaction knowledge transferring

T. M. Nguyen, T. Nguyen, T. Tran

2022 / Briefings in Bioinformatics

Sympathy-based Reinforcement Learning Agents

M. Senadeera, T. G. Karimpanal, S. Gupta, S. Rana

2022 / pp. 1164 - 1172 / Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS)

Persistent-Transient Duality in Human Behavior Modeling

H. Tran, V. Le, S. Venkatesh, T. Tran

2022 / pp. 2528 - 2531 / Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Prescriptive analytics with differential privacy

H. Harikumar, S. Rana, S. Gupta, T. Nguyen, R. Kaimal, S. Venkatesh

2022 / Vol. 13, pp. 123 - 138 / International Journal of Data Science and Analytics

Verification of integrity of deployed deep learning models using Bayesian Optimization

D. Kuttichira, S. Gupta, D. Nguyen, S. Rana, S. Venkatesh

2022 / Vol. 241, pp. 108238 / Knowledge-Based Systems

Learning to Transfer Role Assignment Across Team Sizes

D. Nguyen, P. Nguyen, S. Venkatesh, T. Tran

2022 / pp. 963 - 971 / Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems

Learning Theory of Mind via Dynamic Traits Attribution

D. Nguyen, P. Nguyen, H. Le, K. Do, S. Venkatesh, T. Tran

2022 / pp. 954 - 962 / Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS)

Dual-frame Spatio-temporal Feature Modulation for Video Enhancement

P. W. Patil, S. Gupta, S. Rana, S. Venkatesh

2022 / pp. 108822 / Pattern Recognition

Generative Pseudo-Inverse Memory

K. Pham, H. Le, M. Ngo, T. Tran, B. Ho, S. Venkatesh

2022 / International Conference on Learning Representations