Vishal Kaushal

27 papers A* 1A 3Journal 21Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cross-validation based approach to mitigate poisoning attacks in federated learning. Int. J. Parallel Emergent Distributed Syst. Vishal Kaushal, Aman Chauhan, Kritik, Sangeeta Sharma
2025	J	`jnl`	Dynamic Adaptive FedCOM: A Novel Communication-Efficient Approach for Federated Learning. SN Comput. Sci. Vishal Kaushal, Sangeeta Sharma
2025	J	`jnl`	Fairness-driven federated learning-based spam email detection using clustering techniques. Neural Comput. Appl. Vishal Kaushal, Sangeeta Sharma
2025	J	`jnl`	Securing the collective intelligence: a comprehensive review of federated learning security attacks and defensive strategies. Knowl. Inf. Syst. Vishal Kaushal, Sangeeta Sharma
2025	J	`jnl`	Weighted FedCOM: a communication efficient approach to federated learning. Evol. Syst. Vishal Kaushal, Sangeeta Sharma
2023	J	`jnl`	Eye Disease Detection Through Image Classification Using Federated Learning. SN Comput. Sci. Vishal Kaushal, Nishant Singh Hada, Sangeeta Sharma
2022	A*	`conf`	PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection. AAAI Suraj Kothawade, Vishal Kaushal, Ganesh Ramakrishnan, Jeff A. Bilmes, Rishabh K. Iyer
2022	J	`jnl`	Submodlib: A Submodular Optimization Library. CoRR Vishal Kaushal, Ganesh Ramakrishnan, Rishabh K. Iyer
2021	J	`jnl`	How Good is a Video Summary? A New Benchmarking Dataset and Evaluation Framework Towards Realistic Video Summarization. CoRR Vishal Kaushal, Suraj Kothawade, Anshul Tomar, Rishabh K. Iyer, Ganesh Ramakrishnan
2021	J	`jnl`	PRISM: A Unified Framework of Parameterized Submodular Information Measures for Targeted Data Subset Selection and Summarization. CoRR Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff A. Bilmes, Rishabh K. Iyer
2021	J	`jnl`	Submodular Mutual Information for Targeted Data Subset Selection. CoRR Suraj Kothawade, Vishal Kaushal, Ganesh Ramakrishnan, Jeff A. Bilmes, Rishabh K. Iyer
2020	J	`jnl`	A Unified Framework for Generic, Query-Focused, Privacy Preserving and Update Summarization using Submodular Information Measures. CoRR Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff A. Bilmes, Himanshu Asnani, Rishabh K. Iyer
2020	J	`jnl`	On scheduling transaction in grid computing using cuckoo search-ant colony optimization considering load. Clust. Comput. Dharmendra Prasad Mahato, Jasminder Kaur Sandhu, Nagendra Pratap Singh, Vishal Kaushal
2020	—	`conf`	Realistic Video Summarization through VISIOCITY: A New Benchmark and Evaluation Framework. AI4TV@MM Vishal Kaushal, Suraj Kothawade, Rishabh K. Iyer, Ganesh Ramakrishnan
2020	J	`jnl`	Realistic Video Summarization through VISIOCITY: A New Benchmark and Evaluation Framework. CoRR Vishal Kaushal, Suraj Kothawade, Rishabh K. Iyer, Ganesh Ramakrishnan
2020	—	`conf`	Watch Hours in Minutes: Summarizing Videos with User Intent. ECCV Workshops (5) Saiteja Nalla, Mohit Agrawal, Vishal Kaushal, Ganesh Ramakrishnan, Rishabh K. Iyer
2019	A	`conf`	A Framework Towards Domain Specific Video Summarization. WACV Vishal Kaushal, Sandeep Subramanian, Suraj Kothawade, Rishabh K. Iyer, Ganesh Ramakrishnan
2019	A	`conf`	Demystifying Multi-Faceted Video Summarization: Tradeoff Between Diversity, Representation, Coverage and Importance. WACV Vishal Kaushal, Rishabh K. Iyer, Khoshrav Doctor, Anurag Sahoo, Pratik Dubal, Suraj Kothawade, Rohan Mahadev, Kunal Dargan, Ganesh Ramakrishnan
2019	J	`jnl`	Demystifying Multi-Faceted Video Summarization: Tradeoff Between Diversity, Representation, Coverage and Importance. CoRR Vishal Kaushal, Rishabh K. Iyer, Khoshrav Doctor, Anurag Sahoo, Pratik Dubal, Suraj Kothawade, Rohan Mahadev, Kunal Dargan, Ganesh Ramakrishnan
2019	A	`conf`	Learning From Less Data: A Unified Data Subset Selection and Active Learning Framework for Computer Vision. WACV Vishal Kaushal, Rishabh K. Iyer, Suraj Kothawade, Rohan Mahadev, Khoshrav Doctor, Ganesh Ramakrishnan
2019	J	`jnl`	Learning From Less Data: A Unified Data Subset Selection and Active Learning Framework for Computer Vision. CoRR Vishal Kaushal, Rishabh K. Iyer, Suraj Kothawade, Rohan Mahadev, Khoshrav Doctor, Ganesh Ramakrishnan
2018	J	`jnl`	A Framework towards Domain Specific Video Summarization. CoRR Vishal Kaushal, Rishabh K. Iyer, Suraj Kothawade, Sandeep Subramanian, Ganesh Ramakrishnan
2018	J	`jnl`	Emerging Trends in Personality Identification Using Online Social Networks - A Literature Survey. ACM Trans. Knowl. Discov. Data Vishal Kaushal, Manasi Patwardhan
2018	J	`jnl`	Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks. CoRR Vishal Kaushal, Anurag Sahoo, Khoshrav Doctor, Narasimha Raju Uppalapati, Suyash Shetty, Pankaj Singh, Rishabh K. Iyer, Ganesh Ramakrishnan
2018	J	`jnl`	Vis-DSS: An Open-Source toolkit for Visual Data Selection and Summarization. CoRR Rishabh K. Iyer, Pratik Dubal, Kunal Dargan, Suraj Kothawade, Rohan Mahadev, Vishal Kaushal
2017	J	`jnl`	A Unified Multi-Faceted Video Summarization System. CoRR Anurag Sahoo, Vishal Kaushal, Khoshrav Doctor, Suyash Shetty, Rishabh K. Iyer, Ganesh Ramakrishnan
2016	J	`jnl`	A Particle Swarm Optimization Based Approach for Finding Similar Users on Facebook. J. Comput. Pratik S. Kabara, Vishal Kaushal, Akshay Divekar, Mohit Kamdar, Devvrat Ganeriwal