Kien Do

Thommen George Karimpanal

CoRR, 2024

Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Multi-Reference Preference Optimization for Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Enhancing Length Extrapolation in Sequential Models with Pointer-Augmented Neural Memory.

[BibT_eX]

[DOI]

CoRR, 2024

Variational Flow Models: Flowing in Your Style.

[BibT_eX]

[DOI]

CoRR, 2024

Domain Generalisation via Risk Distribution Matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Improving Diversity in Black-Box Few-Shot Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Diversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Generating Realistic Tabular Data with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2024

Revisiting the Dataset Bias Problem from a Statistical Perspective.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Beyond Surprise: Improving Exploration Through Surprise Novelty.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Unsupervised image segmentation with robust virtual class contrast.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., September, 2023

Intrinsic Motivation via Surprise Memory.

[BibT_eX]

[DOI]

CoRR, 2023

TrojanModel: A Practical Trojan Attack against Automatic Speech Recognition Systems.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

Causal Inference via Style Transfer for Out-of-distribution Generalisation.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Social Motivation for Modelling Other Agents under Partial Observability in Decentralised Training.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Memory-Augmented Theory of Mind Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Front-door Adjustment via Style Transfer for Out-of-distribution Generalisation.

[BibT_eX]

[DOI]

CoRR, 2022

Face Swapping as A Simple Arithmetic Operation.

[BibT_eX]

[DOI]

CoRR, 2022

Defense Against Multi-target Trojan Attacks.

[BibT_eX]

[DOI]

CoRR, 2022

Memory-Constrained Policy Optimization.

[BibT_eX]

[DOI]

Hung Le

CoRR, 2022

Learning to Constrain Policy Optimization with Virtual Trust Region.

[BibT_eX]

[DOI]

Hung Le

Thommen Karimpanal George

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Black-Box Few-Shot Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Towards Effective and Robust Neural Trojan Defenses via Input Filtering.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Learning Theory of Mind via Dynamic Traits Attribution.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Episodic Policy Gradient Training.

[BibT_eX]

[DOI]

Hung Le

Majid Abdolshah

Thommen George Karimpanal

Dung Nguyen

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Semantic Host-free Trojan Attack.

[BibT_eX]

[DOI]

CoRR, 2021

DeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender System.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Clustering by Maximizing Mutual Information Across Views.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty Regularization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Unsupervised Anomaly Detection on Temporal Multiway Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Theory and Evaluation Metrics for Learning Disentangled Representations.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Attentional multilabel learning over graphs: a message passing approach.

[BibT_eX]

[DOI]

Mach. Learn., 2019

Graph Transformation Policy Network for Chemical Reaction Prediction.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Energy-based anomaly detection for mixed data.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2018

Memory-Augmented Neural Networks for Predictive Process Analytics.

[BibT_eX]

[DOI]

CoRR, 2018

Knowledge Graph Embedding with Multiple Relation Projections.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

Matrix-centric Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Multilevel Anomaly Detection for Mixed Data.

[BibT_eX]

[DOI]