Projects per year
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/
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Innovate UK with BBFC
Padget, J., Kyprianou, A. & Namboodiri, V.
1/07/22 → 31/12/23
Project: Central government, health and local authorities
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Developing a sensitive new tool that reveals individual differences in facial emotion perception
Cosker, D., Cosker, D. & Namboodiri, V.
1/07/19 → 31/12/22
Project: Research council
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Research output
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Auto QA: The Question Is Not only What, but Also Where
Kumar, S., Patro, B. N. & Namboodiri, V. P., 15 Feb 2022, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW). U. S. A.: IEEE, Vol. 2022. p. 272-281 10 p. 9707532. (Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2022).Research output: Chapter in Book/Report/Conference proceeding › Chapter in a published conference proceeding
Open AccessFile -
Context extraction module for deep convolutional neural networks
Singh, P., Mazumder, P. & Namboodiri, V. P., 28 Feb 2022, In: Pattern Recognition. 122, 108284.Research output: Contribution to journal › Article › peer-review
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Fair Visual Recognition in Limited Data Regime using Self-Supervision and Self-Distillation
Mazumder, P., Singh, P. & Namboodiri, V. P., 15 Feb 2022, (E-pub ahead of print) 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). U. S. A.: IEEE, p. 3889-3897 9 p. 9707026. (Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022).Research output: Chapter in Book/Report/Conference proceeding › Chapter in a published conference proceeding
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Few-shot image classification with composite rotation based self-supervised auxiliary task
Mazumder, P., Singh, P. & Namboodiri, V. P., 7 Jun 2022, In: Neurocomputing. 489, p. 179-195 17 p.Research output: Contribution to journal › Article › peer-review
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LEARNING TO PREDICT SPEECH IN SILENT VIDEOS VIA AUDIOVISUAL ANALOGY
Yadav, R., Sardana, A., Namboodiri, V. P. & Hegde, R. M., 27 Apr 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. IEEE, Vol. 2022. p. 8042-8046 5 p. 9747559. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).Research output: Chapter in Book/Report/Conference proceeding › Chapter in a published conference proceeding