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Journal Articles
- 2021
[j1]Meghna P. Ayyar
, Jenny Benois-Pineau, Akka Zemmari:
Review of white box methods for explanations of convolutional neural networks in image classification tasks. J. Electronic Imaging 30(5) (2021)
Conference and Workshop Papers
- 2023
- [c12]Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari, Hélène Amieva, Laura Middleton:
Entropy-based Sampling for Streaming learning with Move-to-Data approach on Video. CBMI 2023: 21-27 - [c11]Meaza Eyakem Gebreamlak, Meghna P. Ayyar, Jenny Benois-Pineau, Jean-Pierre Salmon, Akka Zemmari:
Leveraging Explainability methods in Spectral Domain for Data Augmentation and efficient training of CNN classifiers for Covid-19 Detection. IPTA 2023: 1-6 - 2021
- [c10]Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari:
A Hierarchical Classification System for the Detection of Covid-19 from Chest X-Ray Images. ICCVW 2021: 519-528 - [c9]Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari, Gwenaelle Catheline:
Explaining 3D CNNs for Alzheimer's Disease Classification on sMRI Images with Multiple ROIs. ICIP 2021: 284-288 - 2019
- [c8]Ranjodh Singh, Meghna P. Ayyar, Tata Sri Pavan, Sandeep Gosain, Rajiv Ratn Shah:
Automating Car Insurance Claims Using Deep Learning Techniques. BigMM 2019: 199-207 - [c7]Harsh Shrivastava, Rama Krishna P. V. N. S, Karmanya Aggarwal, Meghna P. Ayyar, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann:
Facefetch: An Efficient and Scalable Face Retrieval System That uses Your Visual Memory. BigMM 2019: 338-347 - [c6]Puneet Mathur, Meghna Ayyar, Rajiv Ratn Shah, Sg Sharma:
Exploring Classification of Histological Disease Biomarkers From Renal Biopsy Images. WACV 2019: 81-90 - 2018
- [c5]Puneet Mathur, Ramit Sawhney, Meghna Ayyar, Rajiv Ratn Shah:
Did you offend me? Classification of Offensive Tweets in Hinglish Language. ALW 2018: 138-148 - [c4]Ayush Gupta, Meghna Ayyar, Ashutosh Kumar Singh, Rajiv Ratn Shah:
raiden11@IECSIL-FIRE-2018 : Named Entity Recognition for Indian Languages. FIRE (Working Notes) 2018: 174-186 - [c3]Deepanshu Gaur, Meghna Ayyar, Ashutosh Kumar Singh, Rajiv Ratn Shah:
Multilingual Author Profiling from SMS. FIRE (Working Notes) 2018: 265-276 - [c2]Meghna Ayyar, Puneet Mathur, Rajiv Ratn Shah, Shree G. Sharma:
Harnessing AI for Kidney Glomeruli Classification. ISM 2018: 17-20 - [c1]Puneet Mathur, Meghna Ayyar, Sahil Chopra, Simra Shahid, Laiba Mehnaz, Rajiv Shah:
Identification of Emergency Blood Donation Request on Twitter. SMM4H@EMNLP 2018: 27-31
Informal and Other Publications
- 2021
- [i1]Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari:
White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks. CoRR abs/2104.02548 (2021)
Coauthor Index
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