Publications

Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff Bilmes, Rishabh Iyer (2021). PRISM: A Rich Class of Parameterized Submodular Information Measures for Targeted Data Subset Selection. Submitted to NeurIPS 2021.

Vishal Kaushal, Suraj Kothawade, Rishabh Iyer, Ganesh Ramakrishnan (2020). Realistic Video Summarization through VISIOCITY: A New Benchmark and Evaluation Framework. ACM MM 2020 Workshop on AI for Smart TV Content Production, Access and Delivery (AI4TV).

PDF Project Slides

Saiteja Nalla, Mohit Agrawal, Vishal Kaushal, Rishabh Iyer, Ganesh Ramakrishnan (2020). Watch Hours in Minutes: Summarizing Video with User Intent. ECCV 2020 Workshop on Video Turing Test: Toward Human-Level Video Story Understanding.

Suraj Kothawade, Vishal Kaushal, Ganesh Ramakrishnan, Jeff Bilmes, Rishabh Iyer (2020). Submodular Mutual Information for Targeted Data Subset Selection. ICLR 2021 S2D-OLAD Workshop.

Vishal Kaushal, Rishabh Iyer, Suraj Kothawade, Rohan Mahadev, Khoshrav Doctor, Ganesh Ramakrishnan (2019). Learning From Less Data: A Unified Data Subset Selection and Active Learning Framework for Computer Vision. 2019 IEEE Winter Conference on Applications of Computer Vision (WACV).

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Vishal Kaushal, Rishabh Iyer, Khoshrav Doctor, Anurag Sahoo, Pratik Dubal, Suraj Kothawade, Rohan Mahadev, Kunal Dargan, Ganesh Ramakrishnan (2019). Demystifying Multi-Faceted Video Summarization: Tradeoff Between Diversity, Representation, Coverage and Importance. 2019 IEEE Winter Conference on Applications of Computer Vision (WACV).

PDF Poster Slides

Vishal Kaushal, Sandeep Subramanian, Suraj Kothawade, Rishabh Iyer, Ganesh Ramakrishnan (2019). A Framework towards Domain Specific Video Summarization. 2019 IEEE Winter Conference on Applications of Computer Vision (WACV).

PDF Poster Slides

Rishabh Iyer, Pratik Dubal, Kunal Dargan, Suraj Kothawade, Rohan Mahadev, Vishal Kaushal (2018). Vis-DSS: An Open-Source toolkit for Visual Data Selection and Summarization. arXiv preprint arXiv:1809.08846.

Vishal Kaushal, Manasi Patwardhan (2018). Emerging trends in personality identification using online social networks—a literature survey. ACM Transactions on Knowledge Discovery from Data (TKDD).

Supriya V Karale, Vishal Kaushal (2016). An automation framework for configuration management to reduce manual intervention. Proceedings of the International Conference on Advances in Information Communication Technology & Computing.

Pratik S Kabara, Vishal Kaushal, Akshay Divekar, Mohit Kamdar, Devvrat Ganeriwal (2016). A Particle Swarm Optimization Based Approach for Finding Similar Users on Facebook.. JCP.