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Solving Visual Analogies Using Neural Algorithmic Reasoning


Nov 19, 2021
Atharv Sonwane, Gautam Shroff, Lovekesh Vig, Ashwin Srinivasan, Tirtharaj Dash

* 20 pages. Contains extended abstract accepted at the AAAI-22 Student Abstract and Poster Program along with relevent supplementary material 

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Using Program Synthesis and Inductive Logic Programming to solve Bongard Problems


Oct 19, 2021
Atharv Sonwane, Sharad Chitlangia, Tirtharaj Dash, Lovekesh Vig, Gautam Shroff, Ashwin Srinivasan

* Equal contribution from first two authors. Accepted at the 10th International Workshop on Approaches and Applications of Inductive Programming as a Work In Progress Report 

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How to Tell Deep Neural Networks What We Know


Jul 21, 2021
Tirtharaj Dash, Sharad Chitlangia, Aditya Ahuja, Ashwin Srinivasan

* 12 pages (full version); substantial overlap with arXiv:2103.00180 

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Inclusion of Domain-Knowledge into GNNs using Mode-Directed Inverse Entailment


May 22, 2021
Tirtharaj Dash, Ashwin Srinivasan, A Baskar

* submitted to Machine Learning Journal (MLJ) 

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Superpixel-based Domain-Knowledge Infusion in Computer Vision


May 20, 2021
Gunjan Chhablani, Abheesht Sharma, Harshit Pandey, Tirtharaj Dash

* 6 pages, 1 figure, Under review at ESANN 2021 

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Incorporating Domain Knowledge into Deep Neural Networks


Mar 15, 2021
Tirtharaj Dash, Sharad Chitlangia, Aditya Ahuja, Ashwin Srinivasan

* Submitted to IJCAI-2021 Survey Track (6+2 pages) 

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LRG at SemEval-2021 Task 4: Improving Reading Comprehension with Abstract Words using Augmentation, Linguistic Features and Voting


Feb 24, 2021
Abheesht Sharma, Harshit Pandey, Gunjan Chhablani, Yash Bhartia, Tirtharaj Dash

* 10 pages, 4 figures, SemEval-2021 Workshop, ACL-IJCNLP 2021 

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Constructing and Evaluating an Explainable Model for COVID-19 Diagnosis from Chest X-rays


Dec 19, 2020
Rishab Khincha, Soundarya Krishnan, Krishnan Guru-Murthy, Tirtharaj Dash, Lovekesh Vig, Ashwin Srinivasan


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Incorporating Symbolic Domain Knowledge into Graph Neural Networks


Oct 23, 2020
Tirtharaj Dash, Ashwin Srinivasan, Lovekesh Vig

* Under review in Machine Learning Journal (Revision 2) 

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Performance evaluation of deep neural networks for forecasting time-series with multiple structural breaks and high volatility


Nov 14, 2019
Shikhar Jain, Rohit Kaushik, Siddhant Jain, Tirtharaj Dash

* Preprint 

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A study on the use of Boundary Equilibrium GAN for Approximate Frontalization of Unconstrained Faces to aid in Surveillance


Sep 14, 2018
Wazeer Zulfikar, Sebastin Santy, Sahith Dambekodi, Tirtharaj Dash


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Reliable Evaluation of Neural Network for Multiclass Classification of Real-world Data


Nov 30, 2016
Siddharth Dinesh, Tirtharaj Dash


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A Fuzzy MLP Approach for Non-linear Pattern Classification


Sep 19, 2015
Tirtharaj Dash, H. S. Behera

* In Proc: K.R. Venugopal, S.C. Lingareddy (eds.) International Conference on Communication and Computing (ICC- 2014), Bangalore, India (June 12-14, 2014), Computer Networks and Security, 314-323 
* The final version of this paper has been published in "International Conference on Communication and Computing (ICC-2014)" [http://www.elsevierst.com/conference_book_download_chapter.php?cbid=86#chapter41

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Non-Correlated Character Recognition using Artificial Neural Network


Jun 19, 2013
Tirtharaj Dash, Tanistha Nayak

* proc. National Conference on Dynamics and Prospects of Data Mining: Theory and Practices (DPDM)-2012; September 30, 2012, India; ISBN: 987-93-81361-31-6, pp. 79-83 
* appeared in: proceedings of National Conference on Dynamics and Prospects of Data Mining: Theory and Practices (DPDM)-2012; September 30, 2012, India; Publisher: OITS-BLS, Balasore Chapter; Proceeding ISBN: 987-93-81361-31-6, pp. 79-83 

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A Novel Approach for Intelligent Robot Path Planning


Jun 19, 2013
Tirtharaj Dash, Goutam Mishra, Tanistha Nayak

* appeared in: Proceedings of National Conference on Artificial Intelligence, Robotics and Embedded Systems (AIRES) - 2012, Andhra University, Visakhapatnam (29-30 June, 2012), pp. 388-391 

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Solution to Quadratic Equation Using Genetic Algorithm


Jun 19, 2013
Tanistha Nayak, Tirtharaj Dash

* appeared in: Conf. Proceedings of National Conference on Artificial Intelligence, Robotics and Embedded Systems (AIRES-2012), Andhra University, Vishakhapatnam, India (29-30 June, 2012), pp. 10-13 

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English Character Recognition using Artificial Neural Network


Jun 19, 2013
Tirtharaj Dash, Tanistha Nayak

* appeared in Proceedings of National Conference on Artificial Intelligence, Robotics and Embedded Systems (AIRES-2012), Andhra University, Vishakhapatnam, India (29-30 June, 2012), pp. 7-9 

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Time Efficient Approach To Offline Hand Written Character Recognition Using Associative Memory Net


Jun 19, 2013
Tirtharaj Dash

* International Journal of Computing and Business Research (IJCBR) ISSN (Online) : 2229-6166; Volume 3, Issue 3; September 2012 

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