Sushant Gautam
PhD student
- Department
- Holistic Systems
- Organisation
- Simula Metropolitan
- Research Interests
- Machine Learning, Computer Vision, Multimodal Learning
- sushant@simula.no
- Web
- sushant.info.np
Publications
2024
Proceedings, refereed
C. Midoglu, S. S. Sabet, M. H. Sarkhoosh, M. Majidi, S. Gautam, H. M. Solberg, T. Kupka and P. Halvorsen
AI-Based Sports Highlight Generation for Social Media
3rd ACM Mile-High Video Conference (MHV '24)
M. H. Sarkhoosh, S. Gautam, C. Midoglu, S. S. Sabet, T. Torjusen and P. Halvorsen
The SoccerSum Dataset for Automated Detection, Segmentation, and Tracking of Objects on the Soccer Pitch
MMSys '24: Proceedings of the 15th ACM Multimedia Systems Conference
M. H. Sarkhoosh, S. Gautam, C. Midoglu, S. S. Sabet and P. Halvorsen
Multimodal AI-Based Summarization and Storytelling for Soccer on Social Media
MMSys '24: Proceedings of the 15th ACM Multimedia Systems Conference
E. J. Kassab, H. M. Solberg, S. Gautam, S. S. Sabet, T. Torjusen, M. Riegler, P. Halvorsen and C. Midoglu
TACDEC: Dataset of Tackle Events in Soccer Game Videos
MMSys '24: Proceedings of the 15th ACM Multimedia Systems Conference
2023
Books
S. Gautam
Deep Learning-based Pose Estimation for Dystonia Score Prediction
Proceedings, refereed
S. Gautam
Bridging Multimedia Modalities: Enhanced Multimodal AI Understanding and Intelligent Agents
ICMI '23: International Conference on Multimodal Interaction
Miscellaneous
M. H. Sarkhoosh, S. M. M. Dorcheh, S. Gautam, C. Midoglu, S. S. Sabet and P. Halvorsen
Soccer on Social Media: Comparative Analysis of Social Media Strategies Used by European Soccer Leagues and Teams
2022
Proceedings, refereed
S. Gautam, C. Midoglu, S. S. Sabet, D. B. Kshatri and P. Halvorsen
Soccer Game Summarization using Audio Commentary, Metadata, and Captions
NarSUM '22: Proceedings of the 1st Workshop on User-centric Narrative Summarization of Long Videos
S. Gautam, C. Midoglu, S. S. Sabet, D. B. Kshatri and P. Halvorsen
Assisting Soccer Game Summarization via Audio Intensity Analysis of Game Highlights
Proceedings of 12th IOE Graduate Conference
S. Gautam, C. Midoglu, S. S. Sabet, D. B. Kshatri and P. Halvorsen
Soccer Game Summarization using Audio Commentary, Metadata, and Captions
NarSUM '22: Proceedings of the 1st Workshop on User-centric Narrative Summarization of Long Videos
Master's thesis
S. Gautam
AI-based Soccer Game Summarization: From Video Highlights to Dynamic Text Summaries
Tribhuvan University
2020
Books
N. B. Adhikari, S. Gautam, A. Devkota, S. Shikha, S. Pyakurel and M. P. Adhikari
Near Real-Time Mobile Profiling and Modeling of Fine-Scale Environmental Proxies Along Major Road Lines of Nepal
EAI/Springer Innovations in Communication and Computing
Posters
S. Gautam, N. Bhattarai, B. K. Nyaupane, R. Rimal, B. Mandal and N. B. Adhikari
Motion sensing and ageing prediction of the Kupondole-Thapathali Bagmati bridge using Machine Learning and Time-series analysis
Motion sensing and ageing prediction of the Kupondole-Thapathali Bagmati bridge using Machine Learning and Time-series analysis
2019
Talks, contributed
S. Gautam, A. Devkota, S. Pyakurel, S. Shikha and N. B. Adhikari
Near-real Time Profiling of Fine Scale Environmental Proxies Using Mobile Sensors along Kathmandu Road Lines
Kathmandu, Nepal
2018
Proceedings, refereed
A. Gajurel, S. Gautam, A. Timalsina and B. Pandey
Real Time-Based Smart Traffic Light System With Its Simulation Using 8051 Microcontroller
KEC Conference
S. Gautam, S. Shikha, A. Devkota and S. Pyakurel
Sentence Ranking and Answer Pinpointing in Online Discussion Forums Utilising User-generated Metrics and Highlights
Proceedings of the 9th National Student's Conference on Information Technology