Publications (Google Scholar)
1) Yiding Jiang, Parth Natekar, et al."Methods and Analysis of The First Competition in Predicting Generalization of Deep Learning." Proceedings of the NeurIPS 2020 Competition and Demonstration Track, PMLR 133:170-190. (Link).
2) Parth Natekar, Manik Sharma. "Representation Based Complexity Measures for Predicting Generalization in Deep Learning." Winning Solution of the NeurIPS Competition on Predicting Generalization in Deep Learning (NeurIPS 2020), arXiv preprint arXiv:2012.02775 (Link).
3) Parth Natekar, Avinash Kori, and Ganapathy Krishnamurthi. "Demystifying Brain Tumor Segmentation Networks: Interpretability and Uncertainty Analysis." Frontiers in Computational Neuroscience 14 (2020): 6. (Link)
4) Avinash Kori, Parth Natekar, Ganapathy Krishnamurthi, and Balaji Srinivasan. "Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability." Best Paper Award, AAAI 2021 International Workshop on Health Intelligence (W3PHIAI-21), arXiv preprint arXiv:2008.06457 (2020). (Link)
5) Parth Natekar, "Interpreting Deep Neural Networks for Medical Image Analysis." Dual Degree Thesis. (Link)
2) Parth Natekar, Manik Sharma. "Representation Based Complexity Measures for Predicting Generalization in Deep Learning." Winning Solution of the NeurIPS Competition on Predicting Generalization in Deep Learning (NeurIPS 2020), arXiv preprint arXiv:2012.02775 (Link).
3) Parth Natekar, Avinash Kori, and Ganapathy Krishnamurthi. "Demystifying Brain Tumor Segmentation Networks: Interpretability and Uncertainty Analysis." Frontiers in Computational Neuroscience 14 (2020): 6. (Link)
4) Avinash Kori, Parth Natekar, Ganapathy Krishnamurthi, and Balaji Srinivasan. "Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability." Best Paper Award, AAAI 2021 International Workshop on Health Intelligence (W3PHIAI-21), arXiv preprint arXiv:2008.06457 (2020). (Link)
5) Parth Natekar, "Interpreting Deep Neural Networks for Medical Image Analysis." Dual Degree Thesis. (Link)