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Ganesh Ramakrishnan

Institution Two

PRISM: A Unified Framework of Parameterized Submodular Information Measures for Targeted Data Subset Selection and Summarization


Feb 27, 2021
Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff Bilmes, Rishabh Iyer


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GRAD-MATCH: A Gradient Matching Based Data Subset Selection for Efficient Learning


Feb 27, 2021
Krishnateja Killamsetty, Durga Sivasubramanian, Baharan Mirzasoleiman, Ganesh Ramakrishnan, Abir De, Rishabh Iyer


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Meta-Learning for Effective Multi-task and Multilingual Modelling


Jan 27, 2021
Ishan Tarunesh, Sushil Khyalia, Vishwajeet Kumar, Ganesh Ramakrishnan, Preethi Jyothi

* 8 pages, 3 figures 

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How Good is a Video Summary? A New Benchmarking Dataset and Evaluation Framework Towards Realistic Video Summarization


Jan 26, 2021
Vishal Kaushal, Suraj Kothawade, Anshul Tomar, Rishabh Iyer, Ganesh Ramakrishnan

* 19 pages, 6 tables, 4 figures. arXiv admin note: substantial text overlap with arXiv:2007.14560 

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GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning


Jan 15, 2021
Krishnateja Killamsetty, Durga Sivasubramanian, Ganesh Ramakrishnan, Rishabh Iyer

* To appear in Proceedings of 35th AAAI Conference on Artificial Intelligence (AAAI 21) 

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Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification


Jan 13, 2021
Soumya Chatterjee, Ayush Maheshwari, Ganesh Ramakrishnan, Saketha Nath Jagaralpudi

* 10 pages, 2 figures. To appear at EACL 2021 

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LIGHTEN: Learning Interactions with Graph and Hierarchical TEmporal Networks for HOI in videos


Dec 17, 2020
Sai Praneeth Reddy Sunkesula, Rishabh Dabral, Ganesh Ramakrishnan

* MM20 Proceedings of the 28th ACM International Conference on Multimedia, October 2020, Pages 691 to 699 
* 9 pages, 6 figures, ACM Multimedia Conference 2020 

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A Unified Framework for Generic, Query-Focused, Privacy Preserving and Update Summarization using Submodular Information Measures


Oct 12, 2020
Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff Bilmes, Himanshu Asnani, Rishabh Iyer

* 35 pages, 14 figures, 5 tables 

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Realistic Video Summarization through VISIOCITY: A New Benchmark and Evaluation Framework


Aug 25, 2020
Vishal Kaushal, Suraj Kothawade, Rishabh Iyer, Ganesh Ramakrishnan

* 19 pages, 1 figure, 14 tables 

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Data Programming using Semi-Supervision and Subset Selection


Aug 22, 2020
Ayush Maheshwari, Oishik Chatterjee, KrishnaTeja Killamsetty, Rishabh Iyer, Ganesh Ramakrishnan

* 11 pages, 2 figures, 13 tables 

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Data Programming using Continuous and Quality-Guided Labeling Functions


Nov 22, 2019
Oishik Chatterjee, Ganesh Ramakrishnan, Sunita Sarawagi

* Accepted paper at the 34th AAAI Conference on Artificial Intelligence (AAAI-18), New York, USA 

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Question Generation from Paragraphs: A Tale of Two Hierarchical Models


Nov 08, 2019
Vishwajeet Kumar, Raktim Chaki, Sai Teja Talluri, Ganesh Ramakrishnan, Yuan-Fang Li, Gholamreza Haffari


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Multi-Person 3D Human Pose Estimation from Monocular Images


Sep 24, 2019
Rishabh Dabral, Nitesh B Gundavarapu, Rahul Mitra, Abhishek Sharma, Ganesh Ramakrishnan, Arjun Jain

* 3DV 2019 

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ParaQG: A System for Generating Questions and Answers from Paragraphs


Sep 04, 2019
Vishwajeet Kumar, Sivaanandh Muneeswaran, Ganesh Ramakrishnan, Yuan-Fang Li

* EMNLP 2019 

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Tale of tails using rule augmented sequence labeling for event extraction


Aug 22, 2019
Hrishikesh Patel, Nandan Rathod, Ayush Maheshwari, Ritesh Kumar, Ganesh Ramakrishnan, Pushpak Bhattacharyya

* 9 pages, 4 figures, 6 tables 

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Cross-Lingual Training for Automatic Question Generation


Jun 06, 2019
Vishwajeet Kumar, Nitish Joshi, Arijit Mukherjee, Ganesh Ramakrishnan, Preethi Jyothi

* ACL 2019 

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Learning From Less Data: A Unified Data Subset Selection and Active Learning Framework for Computer Vision


Jan 03, 2019
Vishal Kaushal, Rishabh Iyer, Suraj Kothawade, Rohan Mahadev, Khoshrav Doctor, Ganesh Ramakrishnan

* Accepted to WACV 2019. arXiv admin note: substantial text overlap with arXiv:1805.11191 

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Demystifying Multi-Faceted Video Summarization: Tradeoff Between Diversity,Representation, Coverage and Importance


Jan 03, 2019
Vishal Kaushal, Rishabh Iyer, Khoshrav Doctor, Anurag Sahoo, Pratik Dubal, Suraj Kothawade, Rohan Mahadev, Kunal Dargan, Ganesh Ramakrishnan

* Accepted to WACV 2019. arXiv admin note: substantial text overlap with arXiv:1704.01466, arXiv:1809.08846 

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A Framework towards Domain Specific Video Summarization


Sep 24, 2018
Vishal Kaushal, Rishabh Iyer, Suraj Kothawade, Sandeep Subramanian, Ganesh Ramakrishnan


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A framework for automatic question generation from text using deep reinforcement learning


Aug 15, 2018
Vishwajeet Kumar, Ganesh Ramakrishnan, Yuan-Fang Li


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Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks


May 28, 2018
Vishal Kaushal, Anurag Sahoo, Khoshrav Doctor, Narasimha Raju, Suyash Shetty, Pankaj Singh, Rishabh Iyer, Ganesh Ramakrishnan

* 15 pages, 7 figures 

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Automating Reading Comprehension by Generating Question and Answer Pairs


Mar 07, 2018
Vishwajeet Kumar, Kireeti Boorla, Yogesh Meena, Ganesh Ramakrishnan, Yuan-Fang Li

* 12 pages, 3 figures, 2 tables, Accepted for publication at 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2018 

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Learning Discriminative Relational Features for Sequence Labeling


May 07, 2017
Naveen Nair, Ajay Nagesh, Ganesh Ramakrishnan

* 13 pages, technical report 

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A Unified Multi-Faceted Video Summarization System


Apr 04, 2017
Anurag Sahoo, Vishal Kaushal, Khoshrav Doctor, Suyash Shetty, Rishabh Iyer, Ganesh Ramakrishnan

* 18 pages, 11 Figures 

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