Personal profile
Research interests
I am interested in research in Computer Vision and Machine Learning. I am specifically interested in the following areas of research:
- Visual Recognition with Scarce Supervision
- Multi-modal Deep Learning
- Explainable AI
- Adversarial and Probabilistic Deep Learning
I am interested in taking PhD students. Additional information about me can be available on my website: https://vinaypn.github.io/
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Collaborations and top research areas from the last five years
Projects
- 4 Finished
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Feasibility study on improving video production process using Data-efficient Generative-AI models.
Namboodiri, V. (PI)
Innovate UK, Innovate UK Business Connect
1/08/23 → 31/01/24
Project: Central government, health and local authorities
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Innovate UK with BBFC
Padget, J. (PI), Kyprianou, A. (CoI) & Namboodiri, V. (CoI)
Innovate UK, Innovate UK Business Connect
1/07/22 → 31/12/23
Project: Central government, health and local authorities
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Brainstorming for Creative Industries
Namboodiri, V. (PI)
Arts and Humanities Research Council
1/05/21 → 30/04/22
Project: Research council
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Developing a sensitive new tool that reveals individual differences in facial emotion perception
Cosker, D. (PI) & Namboodiri, V. (CoI)
1/07/19 → 31/03/23
Project: Research council
Research output
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EIDT-V: Exploiting Intersections in Diffusion Trajectories for Model-Agnostic, Zero-Shot, Training-Free Text-to-Video Generation
Jagpal, D., Chen, X. & Namboodiri, V. P., 13 Aug 2025, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 18219-18228 10 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
GASP: Gaussian Avatars with Synthetic Priors
Saunders, J., Hewitt, C., Jian, Y., Kowalski, M., Baltrušaitis, T., Chen, Y., Cosker, D., Estellers, V., Gydé, N., Namboodiri, V. P. & Lundell, B. E., 13 Aug 2025, (E-pub ahead of print) In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 271-280 10 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
LipMOOC: A Modular Synthetic MOOC for Lipreading
Agarwal, S., Namboodiri, V. & Jawahar, C. V., 21 Jul 2025, Artificial Intelligence in Education - 26th International Conference, AIED 2025, Proceedings. Cristea, A. I., Walker, E., Lu, Y., Santos, O. C. & Isotani, S. (eds.). Cham, Switzerland: Springer, p. 179-186 8 p. (Lecture Notes in Computer Science; vol. 15881 LNAI).Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
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MedFocusCLIP: Improving few shot classification in medical datasets using pixel wise attention
Arora, A. & Namboodiri, V., 11 Apr 2025, Proceedings of ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
Open Access2 Link opens in a new tab Citations (SciVal) -
Multilingual Query-by-Example KWS for Indian Languages using Transliteration
Kirandevraj, R., Kurmi, V. K., Namboodiri, V. & Jawahar, C. V., 31 Dec 2025, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. p. 903-907 5 p.Research output: Contribution to journal › Conference article › peer-review