Timothy M. Hospedales

Accelerating Self-Supervised Learning via Efficient Training Strategies WACV 2023 Mixture of Normalizing Flows for European Option Pricing UAI 2023 Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference CVPR 2022 A Simple Feature Augmentation for Domain Generalization ICCV 2021 Cloud2Curve: Generation and Vectorization of Parametric Sketches CVPR 2021 How Well Do Self-Supervised Models Transfer? CVPR 2021 NewtonianVAE: Proportional Control and Goal Identification From Pixels via Physical Latent Spaces CVPR 2021 Searching for Robustness: Loss Learning for Noisy Classification Tasks ICCV 2021 Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition ICCV 2021 Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting CVPR 2021 Factorized Higher-Order CNNs With an Application to Spatio-Temporal Emotion Estimation CVPR 2020 Incremental Few-Shot Object Detection CVPR 2020 Index Tracking with Cardinality Constraints: A Stochastic Neural Networks Approach AAAI 2020 Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval CVPR 2020 Solving Mixed-Modal Jigsaw Puzzle for Fine-Grained Sketch-Based Image Retrieval CVPR 2020 Disjoint Label Space Transfer Learning with Common Factorised Space AAAI 2019 Episodic Training for Domain Generalization ICCV 2019 Generalising Fine-Grained Sketch-Based Image Retrieval CVPR 2019 Generalizable Person Re-Identification by Domain-Invariant Mapping Network CVPR 2019 Goal-Driven Sequential Data Abstraction ICCV 2019 Robust Person Re-Identification by Modelling Feature Uncertainty ICCV 2019 Deep Factorised Inverse-Sketching ECCV 2018 Deep Mutual Learning CVPR 2018 IVQA: Inverse Visual Question Answering CVPR 2018 Learning Deep Sketch Abstraction CVPR 2018 Learning to Compare: Relation Network for Few-Shot Learning CVPR 2018 Learning to Sketch With Shortcut Cycle Consistency CVPR 2018 Multi-Level Factorisation Net for Person Re-Identification CVPR 2018 Scalable and Effective Deep CCA via Soft Decorrelation CVPR 2018 Sketch-a-Classifier: Sketch-Based Photo Classifier Generation CVPR 2018 SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval CVPR 2018 Universal Sketch Perceptual Grouping ECCV 2018 Attribute-Enhanced Face Recognition With Neural Tensor Fusion Networks ICCV 2017 Deeper, Broader and Artier Domain Generalization ICCV 2017 Deep Spatial-Semantic Attention for Fine-Grained Sketch-Based Image Retrieval ICCV 2017 Semantic Regularisation for Recurrent Image Annotation CVPR 2017 Tensor Based Knowledge Transfer Across Skill Categories for Robot Control IJCAI 2017 ForgetMeNot: Memory-Aware Forensic Facial Sketch Matching CVPR 2016 Multivariate Regression on the Grassmannian for Predicting Novel Domains CVPR 2016 Sketch Me That Shoe CVPR 2016 Transferring a Semantic Representation for Person Re-Identification and Search CVPR 2015 Bayesian Joint Topic Modelling for Weakly Supervised Object Localisation ICCV 2013