← Authors

Timothy M. Hospedales

42 papers · 2013–2023 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (11) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (10) 🌈 Renaissance Researcher (10) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (88) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (25) 🀝 Dynamic Duo (26) πŸ”¬ Deep Specialist (10) ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ’Ž Century Club (42) πŸ”₯ Unstoppable (9) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (173) ❓ The Questioner

Conferences

CVPR (25) ICCV (10) AAAI (2) ECCV (2) IJCAI (1) UAI (1) WACV (1)

Top co-authors

Tao Xiang (26) Yi-Zhe Song (18) Yongxin Yang (17) Da Li (7) Kaiyue Pang (6) Jifei Song (5) Henry Gouk (3) Xiaobin Chang (3) Feng Liu (3) Ayan Kumar Bhunia (2)

Keywords

representation learning (7) domain adaptation (6) few-shot learning (5) transfer learning (5) self-supervised learning (5) sketch recognition (4) feature learning (4) person re-identification (4) neural network (4) generative model (4) reinforcement learning (4) sketch-based image retrieval (4) domain generalization (4) data augmentation (3) fine-grained retrieval (3) zero-shot learning (3) image retrieval (3) imitation learning (2) image classification (2) metric learning (2)

Papers

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