Sushant Gautam
PhD student
- Department
- Holistic Systems
- Organisation
- Simula Metropolitan
- Research Interests
- Machine Learning, Computer Vision, Multimodal Learning
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- sushant@simula.no
- Web
- sushant.info.np
Publications
2024
Proceedings, refereed
S. Gautam, M. H. Sarkhoosh, J. Held, C. Midoglu, A. Cioppa, S. Giancola, V. Thambawita, M. Riegler, P. Halvorsen and M. Shah
SoccerNet-Echoes: A Soccer Game Audio Commentary Dataset
IEEE International Symposium on Multimedia
Z. Sepasdar, S. Gautam, C. Midoglu, M. Riegler and P. Halvorsen
Soccer-GraphRAG: Applications of GraphRAG in Soccer
Advances on Graph-Based Approaches in Information Retrieval
H. M. Solberg, M. H. Sarkhoosh, S. Gautam, S. S. Sabet, P. Halvorsen and C. Midoglu
PlayerTV: Advanced Player Tracking and Identification for Automatic Soccer Highlight Clips
IEEE International Symposium on Multimedia
S. Gautam, A. Storås, C. Midoglu, S. Hicks, V. Thambawita, P. Halvorsen and M. Riegler
Kvasir-VQA: A Text-Image Pair GI Tract Dataset
VLM4Bio'24: Proceedings of the First International Workshop on Vision-Language Models for Biomedical Applications
A. T. Strand, S. Gautam, C. Midoglu and P. Halvorsen
Demo: Soccer Information Retrieval via Natural Queries using SoccerRAG
21st International Conference on Content-based Multimedia Indexing
H. M. Solberg, M. H. Sarkhoosh, S. Gautam, S. S. Sabet, P. Halvorsen and C. Midoglu
Demo: Creating Player-Specific Soccer Highlight Clips with PlayerTV
21st International Conference on Content-based Multimedia Indexing (CBMI)
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
Proceedings of the 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
Conference proceedings
S. Gautam and R. Pop
FactGenius: Combining Zero-Shot Prompting and Fuzzy Relation Mining to Improve Fact Verification with Knowledge Graphs
Seventh Fact Extraction and VERification Workshop (FEVER)
A. T. Strand, S. Gautam, C. Midoglu and P. Halvorsen
SoccerRAG: Multimodal Soccer Information Retrieval via Natural Queries
21st International Conference on Content-based Multimedia Indexing
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
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
A. Gajurel, S. Gautam, A. Timalsina and B. Pandey
Real Time-Based Smart Traffic Light System With Its Simulation Using 8051 Microcontroller
KEC Conference