Efficient variational Bayesian neural network ensembles for outlier detection. - Nick Pawlowski; Miguel Jaques; Ben Glocker (ICLR (Workshop), 2017)

Physics-as-Inverse-Graphics: Joint Unsupervised Learning of Objects and Physics from Video. - Miguel Jaques; Michael Burke; Timothy M. Hospedales (CoRR, 2019)

Physics-as-Inverse-Graphics: Unsupervised Physical Parameter Estimation from Video. - Miguel Jaques; Michael Burke; Timothy M. Hospedales (ICLR, 2020)

NewtonianVAE: Proportional Control and Goal Identification From Pixels via Physical Latent Spaces. - Miguel Jaques; Michael Burke; Timothy M. Hospedales (CVPR, 2021)

Vision-based System Identification and 3D Keypoint Discovery using Dynamics Constraints. - Miguel Jaques; Martin Asenov; Michael Burke; Timothy M. Hospedales (L4DC, 2022)