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Ganesh Ramakrishnan

Institution Two

Personalizing ASR with limited data using targeted subset selection


Oct 10, 2021
Mayank Kothyari, Anmol Reddy Mekala, Rishabh Iyer, Ganesh Ramakrishnan, Preethi Jyothi


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Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming


Sep 23, 2021
Ayush Maheshwari, Krishnateja Killamsetty, Ganesh Ramakrishnan, Rishabh Iyer, Marina Danilevsky, Lucian Popa


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Wisdom of (Binned) Crowds: A Bayesian Stratification Paradigm for Crowd Counting


Aug 19, 2021
Sravya Vardhani Shivapuja, Mansi Pradeep Khamkar, Divij Bajaj, Ganesh Ramakrishnan, Ravi Kiran Sarvadevabhatla

* Accepted at ACM Multimedia (ACMMM) 2021 . Code, pretrained models and interactive visualizations can be viewed at our project page https://deepcount.iiit.ac.in/ 

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SPEAR : Semi-supervised Data Programming in Python


Aug 01, 2021
Guttu Sai Abhishek, Harshad Ingole, Parth Laturia, Vineeth Dorna, Ayush Maheshwari, Ganesh Ramakrishnan, Rishabh Iyer

* open source data-programming python package 

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Effective Evaluation of Deep Active Learning on Image Classification Tasks


Jun 30, 2021
Nathan Beck, Durga Sivasubramanian, Apurva Dani, Ganesh Ramakrishnan, Rishabh Iyer

* 9 pages in main paper, 6 figures in main paper, 3 tables in main paper. 23 pages in total, 15 figures in total, 14 tables in total 

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Training Data Subset Selection for Regression with Controlled Generalization Error


Jun 23, 2021
Durga Sivasubramanian, Rishabh Iyer, Ganesh Ramakrishnan, Abir De

* ICML 2021 

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Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights


Jun 02, 2021
Devaraja Adiga, Rishabh Kumar, Amrith Krishna, Preethi Jyothi, Ganesh Ramakrishnan, Pawan Goyal

* Accepted paper at the 59th Annual Meeting of the Association for Computational Linguistics (ACL 2021 Findings) 

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Rule Augmented Unsupervised Constituency Parsing


May 21, 2021
Atul Sahay, Anshul Nasery, Ayush Maheshwari, Ganesh Ramakrishnan, Rishabh Iyer

* Accepted at Findings of ACL 2021. 10 Pages, 5 Tables, 2 Figures 

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Submodular Mutual Information for Targeted Data Subset Selection


Apr 30, 2021
Suraj Kothawade, Vishal Kaushal, Ganesh Ramakrishnan, Jeff Bilmes, Rishabh Iyer

* Accepted to ICLR 2021 S2D-OLAD Workshop; https://s2d-olad.github.io/. arXiv admin note: substantial text overlap with arXiv:2103.00128 

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A Weakly Supervised Model for Solving Math word Problems


Apr 14, 2021
Oishik Chatterjee, Aashish Waikar, Vishwajeet Kumar, Ganesh Ramakrishnan, Kavi Arya


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Unsupervised Learning of Explainable Parse Trees for Improved Generalisation


Apr 11, 2021
Atul Sahay, Ayush Maheshwari, Ritesh Kumar, Ganesh Ramakrishnan, Manjesh Kumar Hanawal, Kavi Arya

* 8 Pages, 5 Tables, 4 Figures. To appear at IJCNN 2021 

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Cross-Modal learning for Audio-Visual Video Parsing


Apr 03, 2021
Jatin Lamba, Abhishek, Jayaprakash Akula, Rishabh Dabral, Preethi Jyothi, Ganesh Ramakrishnan


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Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering


Mar 23, 2021
Aman Jain, Mayank Kothyari, Vishwajeet Kumar, Preethi Jyothi, Ganesh Ramakrishnan, Soumen Chakrabarti

* Added new references, some more implementation details 

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Rudder: A Cross Lingual Video and Text Retrieval Dataset


Mar 09, 2021
Jayaprakash A, Abhishek, Rishabh Dabral, Ganesh Ramakrishnan, Preethi Jyothi


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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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