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02/22/2022
Submodlib: A Submodular Optimization Library
Submodular functions are a special class of set functions which naturall...
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04/30/2021
Submodular Mutual Information for Targeted Data Subset Selection
With the rapid growth of data, it is becoming increasingly difficult to ...
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02/27/2021
PRISM: A Unified Framework of Parameterized Submodular Information Measures for Targeted Data Subset Selection and Summarization
With increasing data, techniques for finding smaller, yet effective subs...
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01/26/2021
How Good is a Video Summary? A New Benchmarking Dataset and Evaluation Framework Towards Realistic Video Summarization
Automatic video summarization is still an unsolved problem due to severa...
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10/12/2020
A Unified Framework for Generic, Query-Focused, Privacy Preserving and Update Summarization using Submodular Information Measures
We study submodular information measures as a rich framework for generic...
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07/29/2020
Realistic Video Summarization through VISIOCITY: A New Benchmark and Evaluation Framework
Automatic video summarization is still an unsolved problem due to severa...
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01/03/2019
Learning From Less Data: A Unified Data Subset Selection and Active Learning Framework for Computer Vision
Supervised machine learning based state-of-the-art computer vision techn...
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01/03/2019
Demystifying Multi-Faceted Video Summarization: Tradeoff Between Diversity,Representation, Coverage and Importance
This paper addresses automatic summarization of videos in a unified mann...
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09/24/2018
A Framework towards Domain Specific Video Summarization
In the light of exponentially increasing video content, video summarizat...
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09/24/2018
Vis-DSS: An Open-Source toolkit for Visual Data Selection and Summarization
With increasing amounts of visual data being created in the form of vide...
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05/28/2018
Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks
Supervised machine learning based state-of-the-art computer vision techn...
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04/04/2017