| 2025 | ICASSP | A Dynamical Equation Approach For Quasi-Periodic Gaussian Processes. | Unnati Nigam, Radhendushka Srivastava, Michael Burke, Faezeh Marzbanrad |
| 2024 | ICRA | Generating robotic elliptical excisions with human-like tool-tissue interactions. | Arturas Straizys, Michael Burke, Subramanian Ramamoorthy |
| 2023 | ICRA | Learning Robotic Cutting from Demonstration: Non-Holonomic DMPs using the Udwadia-Kalaba Method. | Arturas Straizys, Michael Burke, Subramanian Ramamoorthy |
| 2023 | LCN | Humidity Estimation Using WiFi Channel State Information. | Michael Burke, Mohamed Younis |
| 2021 | CVPR | NewtonianVAE: Proportional Control and Goal Identification From Pixels via Physical Latent Spaces. | Miguel Jaques, Michael Burke, Timothy M. Hospedales |
| 2020 | ICLR | Physics-as-Inverse-Graphics: Unsupervised Physical Parameter Estimation from Video. | Miguel Jaques, Michael Burke, Timothy M. Hospedales |
| 2020 | IJCNN | Black-Box Saliency Map Generation Using Bayesian Optimisation. | Mamuku Mokuwe, Michael Burke, Anna Sergeevna Bosman |
| 2020 | ICRA | Surfing on an uncertain edge: Precision cutting of soft tissue using torque-based medium classification. | Arturas Straizys, Michael Burke, Subramanian Ramamoorthy |
| 2019 | CoRL | Hybrid system identification using switching density networks. | Michael Burke, Yordan Hristov, Subramanian Ramamoorthy |
| 2019 | CoRL | Disentangled Relational Representations for Explaining and Learning from Demonstration. | Yordan Hristov, Daniel Angelov, Michael Burke, Alex Lascarides, Subramanian Ramamoorthy |
| 2012 | ICRA | Path-following control of a velocity constrained tracked vehicle incorporating adaptive slip estimation. | Michael Burke |
| 2004 | ACL | Long-Distance Dependency Resolution in Automatically Acquired Wide-Coverage PCFG-Based LFG Approximations. | Aoife Cahill, Michael Burke, Ruth O'Donovan, Josef van Genabith, Andy Way |
| 2004 | ACL | Large-Scale Induction and Evaluation of Lexical Resources from the Penn-II Treebank. | Ruth O'Donovan, Michael Burke, Aoife Cahill, Josef van Genabith, Andy Way |
| 2004 | PACLIC | Treebank-Based Acquisition of a Chinese Lexical-Functional Grammar. | Michael Burke, Olivia S.-C. Lam, Aoife Cahill, Rowena Chan, Ruth O'Donovan, Adams Bodomo, Josef van Genabith, Andy Way |
| 1992 | PIMRC | Data services impact on architecture and signalling in mobile networks. | Jay Jayapalan, Michael Burke |