| Aligned Multi-Task Gaussian Process | 0 | 0.34 | 2022 |
| Black-Box Density Function Estimation Using Recursive Partitioning | 0 | 0.34 | 2021 |
| Trajectory Optimisation in Learned Multimodal Dynamical Systems via Latent-ODE Collocation | 0 | 0.34 | 2021 |
| Deep Neural Networks as Point Estimates for Deep Gaussian Processes. | 0 | 0.34 | 2021 |
| Monotonic Gaussian Process Flows. | 0 | 0.34 | 2020 |
| Modulating Surrogates for Bayesian Optimization | 0 | 0.34 | 2020 |
| Bayesian decomposition of multi-modal dynamical systems for reinforcement learning | 1 | 0.39 | 2020 |
| Compositional uncertainty in deep Gaussian processes. | 0 | 0.34 | 2020 |
| Modulated Bayesian Optimization using Latent Gaussian Process Models. | 0 | 0.34 | 2019 |
| Invariant Feature Mappings for Generalizing Affordance Understanding Using Regularized Metric Learning. | 0 | 0.34 | 2019 |
| interpretable dynamics models for data-efficient reinforcement learning. | 0 | 0.34 | 2019 |
| Perceptual Facial Expression Representation | 0 | 0.34 | 2018 |
| DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures. | 0 | 0.34 | 2018 |
| Sequence Alignment with Dirichlet Process Mixtures. | 0 | 0.34 | 2018 |
| Model Inference with Stein Density Ratio Estimation. | 0 | 0.34 | 2018 |
| Multimodal Deep Gaussian Processes. | 0 | 0.34 | 2018 |
| Bayesian Alignments of Warped Multi-Output Gaussian Processes | 0 | 0.34 | 2018 |
| Nonparametric Inference for Auto-Encoding Variational Bayes. | 1 | 0.35 | 2017 |
| Latent Gaussian Process Regression. | 2 | 0.39 | 2017 |
| Neural Translation of Musical Style. | 3 | 0.45 | 2017 |
| Manifold Alignment Determination: finding correspondences across different data views. | 0 | 0.34 | 2017 |
| Unsupervised Learning with Imbalanced Data via Structure Consolidation Latent Variable Model. | 0 | 0.34 | 2016 |
| Probabilistic consolidation of grasp experience | 2 | 0.45 | 2016 |
| Diagnostic Prediction Using Discomfort Drawings with IBTM. | 1 | 0.64 | 2016 |
| Multi-View Learning As A Nonparametric Nonlinear Inter-Battery Factor Analysis | 1 | 0.63 | 2016 |
| Task-Based Robot Grasp Planning Using Probabilistic Inference | 11 | 0.56 | 2015 |
| On a Family of Decomposable Kernels on Sequences. | 0 | 0.34 | 2015 |
| Learning Predictive State Representation for in-hand manipulation | 3 | 0.36 | 2015 |
| A Top-Down Approach for a Synthetic Autobiographical Memory System | 3 | 0.44 | 2015 |
| Learning Human Priors For Task-Constrained Grasping | 2 | 0.40 | 2015 |
| Initialization Framework for Latent Variable Models. | 0 | 0.34 | 2014 |
| Representations for cross-task, cross-object grasp transfer | 3 | 0.39 | 2014 |
| Persistent Evidence of Local Image Properties in Generic ConvNets. | 3 | 0.38 | 2014 |
| A Topological Framework for Training Latent Variable Models | 0 | 0.34 | 2014 |
| Gradual Improvement of Image Descriptor Quality. | 0 | 0.34 | 2014 |
| Recognizing object affordances in terms of spatio-temporal object-object relationships | 7 | 0.51 | 2014 |
| Learning object, grasping and manipulation activities using hierarchical HMMs | 6 | 0.47 | 2014 |
| Qualitative Vocabulary based Descriptor. | 2 | 0.37 | 2013 |
| Non-parametric hand pose estimation with object context | 11 | 0.57 | 2013 |
| Functional Object Descriptors For Human Activity Modeling | 23 | 0.68 | 2013 |
| The Path Kernel. | 3 | 0.39 | 2013 |
| A Metric for Comparing the Anthropomorphic Motion Capability of Artificial Hands | 8 | 0.56 | 2013 |
| Sparse Summarization Of Robotic Grasping Data | 2 | 0.39 | 2013 |
| Supervised Hierarchical Dirichlet Processes with Variational Inference | 8 | 0.44 | 2013 |
| Learning a dictionary of prototypical grasp-predicting parts from grasping experience | 12 | 0.79 | 2013 |
| The Path Kernel: A Novel Kernel for Sequential Data. | 0 | 0.34 | 2013 |
| Extracting Essential Local Object Characteristics For 3d Object Categorization | 2 | 0.38 | 2013 |
| Factorized Topic Models | 2 | 0.39 | 2013 |
| Inferring hand pose: A comparative study of visual shape features | 12 | 0.65 | 2013 |
| Extracting Postural Synergies for Robotic Grasping | 5 | 0.45 | 2013 |
