Research output per year
Research output per year
Personal profile
Current Research Interests
Computer Vision: Recognition, retrieval, matching. Person re-identification. Zero-shot learning. Vision and language.
Robotics: Contextual Policies, Paramaterised Skills, Reinforcement Learning.
Machine Learning: Lifelong learning, transfer learning, multi-task learing, active learning, deep learning, probabilistic modeling.
Education/Academic qualification
Computer Science, Bachelor of Arts, University of Cambridge
Neuroinformatics, Doctor of Philosophy (PhD), University of Edinburgh
External positions
Visiting Reader, Queen Mary University of London
Fingerprint
Dive into the research topics where Timothy Hospedales is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Long-context vision large language models: Empirical insights and a baseline
Zong, Y., Elezi, I., Yang, Y., Deng, J. & Hospedales, T., 18 Jun 2024, p. 1-8. 8 p.Research output: Contribution to conference › Paper
Open AccessFile -
Parameter-efficient fine-tuning for medical image analysis: The missed opportunity
Dutt, R., Ericsson, L., Sanchez, P., Tsaftaris, S. A. & Hospedales, T. M., 24 May 2024, Proceedings of Medical Imaging with Deep Learning. p. 1-20 20 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Fool your (vision and) language model with embarrassingly simple permutations
Zong, Y., Yu, T., Chavhan, R., Zhao, B. & Hospedales, T., 15 May 2024, (Accepted/In press) Proceedings of the 41st International Conference on Machine Learning.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Recurrent early exits for federated learning with heterogeneous clients
Lee, R., Fernandez-Marques, J., Hu, S. X., Li, D., Laskaridis, S., Dudziak, Ł., Hospedales, T., Huszar, F. & Lane, N. D., 15 May 2024, (Accepted/In press) Proceedings of the 41st International Conference on Machine Learning.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Safety fine-tuning at (almost) no cost: A baseline for vision large language models
Zong, Y., Bohdal, O., Yu, T., Yang, Y. & Hospedales, T., 15 May 2024, (Accepted/In press) Proceedings of the 41st International Conference on Machine Learning.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile
-
-
Signal Processing in the Information Age
Davies, M., Hopgood, J., Hospedales, T., Mulgrew, B., Thompson, J., Tsaftaris, S. & Yaghoobi Vaighan, M.
1/07/18 → 31/03/24
Project: Research
-
DREAM - Deferred Restructuring of Experience in Autonomous Machines
1/09/16 → 31/12/18
Project: Research