Applications

Taking vision and multimodal learning into practice, from healthcare and industry to early work in social photography.

(Jha et al., 2025) (Ahmad et al., 2025) (Ahmad et al., 2026) (Adak et al., 2025) (Baranwal et al., 2026) (Rawat & Kankanhalli, 2014) (Rawat & Kankanhalli, 2015) (Rawat et al., 2014) (Rawat, 2015) (RAWAT, 2016) (Rawat & Kankanhalli, 2016) (Rawat & Kankanhalli, 2016) (Rawat et al., 2017) (Rawat et al., 2019) (Bhattacharya et al., 2008)

References

2026

ACuRE: Accurate Continuity-Regularized SpO2 Estimation Using Liquid Time-Constant Networks

Shahzad Ahmad, Divya Mishra, Sania Bano, Sukalpa Chanda, and Yogesh Singh Rawat

In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

Bib

@inproceedings{ahmad2026acure,
  title = {ACuRE: Accurate Continuity-Regularized SpO2 Estimation Using Liquid Time-Constant Networks},
  author = {Ahmad, Shahzad and Mishra, Divya and Bano, Sania and Chanda, Sukalpa and Rawat, Yogesh Singh},
  booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},
  pages = {7250--7259},
  year = {2026},
}

MolSight: Molecular Property Prediction with Images

Aaditya Baranwal, Akshaj Gupta, Yogesh S Rawat, and Shruti Vyas

arXiv preprint arXiv:2605.10157, 2026

arXiv Bib

@article{baranwal2026molsight,
  title = {MolSight: Molecular Property Prediction with Images},
  author = {Baranwal, Aaditya and Gupta, Akshaj and Rawat, Yogesh S and Vyas, Shruti},
  journal = {arXiv preprint arXiv:2605.10157},
  year = {2026},
}

2025

Advancing automatic photovoltaic defect detection using semi-supervised semantic segmentation of electroluminescence images

Abhishek Jha, Yogesh Rawat, and Shruti Vyas

Engineering Applications of Artificial Intelligence, 2025

EAAI Bib

@article{jha2025advancing,
  title = {Advancing automatic photovoltaic defect detection using semi-supervised semantic segmentation of electroluminescence images},
  author = {Jha, Abhishek and Rawat, Yogesh and Vyas, Shruti},
  journal = {Engineering Applications of Artificial Intelligence},
  volume = {160},
  pages = {111790},
  publisher = {Pergamon},
  year = {2025},
}

PULSE: Physiological Understanding with Liquid Signal Extraction

Shahzad Ahmad, Sania Bano, Sachin Verma, Yogesh Singh Rawat, Sukalpa Chanda, Santosh Kumar Vipparthi, and Subrahmanyam Murala

In 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025

WACV Bib PDF

@inproceedings{ahmad2025pulse,
  title = {PULSE: Physiological Understanding with Liquid Signal Extraction},
  author = {Ahmad, Shahzad and Bano, Sania and Verma, Sachin and Rawat, Yogesh Singh and Chanda, Sukalpa and Vipparthi, Santosh Kumar and Murala, Subrahmanyam},
  booktitle = {2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
  pages = {4574--4584},
  year = {2025},
}

MolVision: Molecular Property Prediction with Vision Language Models

Deepan Adak, Yogesh Singh Rawat, and Shruti Vyas

In Advances in Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, 2025

NeurIPS arXiv Bib Supp Code Website

@inproceedings{adak2025molvision,
  title = {MolVision: Molecular Property Prediction with Vision Language Models},
  author = {Adak, Deepan and Rawat, Yogesh Singh and Vyas, Shruti},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track},
  year = {2025},
}

2019

Photography and exploration of tourist locations based on optimal foraging theory

Yogesh Singh Rawat, Mubarak Shah, and Mohan S Kankanhalli

IEEE Transactions on Circuits and Systems for Video Technology, 2019

TCSVT Bib

@article{rawat2019photography,
  title = {Photography and exploration of tourist locations based on optimal foraging theory},
  author = {Rawat, Yogesh Singh and Shah, Mubarak and Kankanhalli, Mohan S},
  journal = {IEEE Transactions on Circuits and Systems for Video Technology},
  volume = {30},
  number = {7},
  pages = {2276--2287},
  publisher = {IEEE},
  year = {2019},
}

2017

A spring-electric graph model for socialized group photography

Yogesh Singh Rawat, Mingli Song, and Mohan S Kankanhalli

IEEE Transactions on Multimedia, 2017

TMM Bib

@article{rawat2017spring,
  title = {A spring-electric graph model for socialized group photography},
  author = {Rawat, Yogesh Singh and Song, Mingli and Kankanhalli, Mohan S},
  journal = {IEEE Transactions on Multimedia},
  volume = {20},
  number = {3},
  pages = {754--766},
  publisher = {IEEE},
  year = {2017},
}

2016

Real Time Assistance in Photography Using Social Media

YOGESH SINGH RAWAT

National University of Singapore, 2016

Bib

ClickSmart: A Context-Aware Viewpoint Recommendation System for Mobile Photography

Yogesh Rawat and Mohan Kankanhalli

2016

TCSVT Bib

@article{rawat2016clicksmart,
  title = {ClickSmart: A Context-Aware Viewpoint Recommendation System for Mobile Photography},
  author = {Rawat, Yogesh and Kankanhalli, Mohan},
  year = {2016},
  publisher = {IEEE Transactions on Circuits and Systems for Video Technology},
}

ConTagNet: Exploiting user context for image tag recommendation

Yogesh Singh Rawat and Mohan S Kankanhalli

In Proceedings of the 24th ACM international conference on Multimedia, 2016

ACM MM Bib

@inproceedings{rawat2016contagnet,
  title = {ConTagNet: Exploiting user context for image tag recommendation},
  author = {Rawat, Yogesh Singh and Kankanhalli, Mohan S},
  booktitle = {Proceedings of the 24th ACM international conference on Multimedia},
  pages = {1102--1106},
  year = {2016},
}

2015

Context-aware photography learning for smart mobile devices

Yogesh Singh Rawat and Mohan S Kankanhalli

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2015

TOMM Bib

@article{rawat2015context,
  title = {Context-aware photography learning for smart mobile devices},
  author = {Rawat, Yogesh Singh and Kankanhalli, Mohan S},
  journal = {ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)},
  volume = {12},
  number = {1s},
  pages = {1--24},
  year = {2015},
  publisher = {ACM New York, NY, USA},
}

Real-time assistance in multimedia capture using social media

Yogesh Singh Rawat

In Proceedings of the 23rd ACM international conference on Multimedia, 2015

ACM MM Bib

@inproceedings{rawat2015real,
  title = {Real-time assistance in multimedia capture using social media},
  author = {Rawat, Yogesh Singh},
  booktitle = {Proceedings of the 23rd ACM international conference on Multimedia},
  pages = {641--644},
  year = {2015},
}

2014

Context-based photography learning using crowdsourced images and social media

Yogesh Singh Rawat and Mohan S Kankanhalli

In Proceedings of the 22nd ACM international conference on Multimedia, 2014

ACM MM Bib

@inproceedings{rawat2014context,
  title = {Context-based photography learning using crowdsourced images and social media},
  author = {Rawat, Yogesh Singh and Kankanhalli, Mohan S},
  booktitle = {Proceedings of the 22nd ACM international conference on Multimedia},
  pages = {217--220},
  year = {2014},
}

Mode of teaching based segmentation and annotation of video lectures

Yogesh Singh Rawat, Chidansh Bhatt, and Mohan S Kankanhalli

In 2014 12th International Workshop on Content-Based Multimedia Indexing (CBMI), 2014

CBMI Bib

@inproceedings{rawat2014mode,
  title = {Mode of teaching based segmentation and annotation of video lectures},
  author = {Rawat, Yogesh Singh and Bhatt, Chidansh and Kankanhalli, Mohan S},
  booktitle = {2014 12th International Workshop on Content-Based Multimedia Indexing (CBMI)},
  pages = {1--4},
  organization = {IEEE},
  year = {2014},
}

2008

An analytic scheme for online handwritten Bangla cursive word recognition

U Bhattacharya, A Nigam, YS Rawat, and SK Parui

Proc. of the 11th ICFHR, 2008

ICFHR Bib

@article{bhattacharya2008analytic,
  title = {An analytic scheme for online handwritten Bangla cursive word recognition},
  author = {Bhattacharya, U and Nigam, A and Rawat, YS and Parui, SK},
  journal = {Proc. of the 11th ICFHR},
  pages = {320--325},
  year = {2008},
}