Meghna Ayyar

According to our database, Meghna Ayyar authored at least 14 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Leveraging Explainability methods in Spectral Domain for Data Augmentation and efficient training of CNN classifiers for Covid-19 Detection.

Meaza Eyakem Gebreamlak, Meghna P. Ayyar, Jenny Benois-Pineau, Jean-Pierre Salmon, Akka Zemmari

Proceedings of the Twelfth International Conference on Image Processing Theory, 2023

Entropy-based Sampling for Streaming learning with Move-to-Data approach on Video.

Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari, Hélène Amieva, Laura Middleton

Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2021

Review of white box methods for explanations of convolutional neural networks in image classification tasks.

Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari

J. Electronic Imaging, 2021

White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks.

Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari

CoRR, 2021

Explaining 3D CNNs for Alzheimer's Disease Classification on sMRI Images with Multiple ROIs.

Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari, Gwenaelle Catheline

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

A Hierarchical Classification System for the Detection of Covid-19 from Chest X-Ray Images.

Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2019

Exploring Classification of Histological Disease Biomarkers From Renal Biopsy Images.

Puneet Mathur, Meghna Ayyar, Rajiv Ratn Shah, Sg Sharma

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Automating Car Insurance Claims Using Deep Learning Techniques.

Ranjodh Singh, Meghna P. Ayyar, Tata Sri Pavan, Sandeep Gosain, Rajiv Ratn Shah

Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

Facefetch: An Efficient and Scalable Face Retrieval System That uses Your Visual Memory.

Harsh Shrivastava, Rama Krishna P. V. N. S, Karmanya Aggarwal, Meghna P. Ayyar, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann

Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

2018

Identification of Emergency Blood Donation Request on Twitter.

Puneet Mathur, Meghna Ayyar, Sahil Chopra, Simra Shahid, Laiba Mehnaz, Rajiv Shah

Proceedings of the 2018 EMNLP Workshop SMM4H: The 3rd Social Media Mining for Health Applications Workshop & Shared Task, 2018

Harnessing AI for Kidney Glomeruli Classification.

Meghna Ayyar, Puneet Mathur, Rajiv Ratn Shah, Shree G. Sharma

Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018

raiden11@IECSIL-FIRE-2018 : Named Entity Recognition for Indian Languages.

Ayush Gupta, Meghna Ayyar, Ashutosh Kumar Singh, Rajiv Ratn Shah

Proceedings of the Working Notes of FIRE 2018, 2018

Multilingual Author Profiling from SMS.

Deepanshu Gaur, Meghna Ayyar, Ashutosh Kumar Singh, Rajiv Ratn Shah

Proceedings of the Working Notes of FIRE 2018, 2018

Did you offend me? Classification of Offensive Tweets in Hinglish Language.

Puneet Mathur, Ramit Sawhney, Meghna Ayyar, Rajiv Ratn Shah

Proceedings of the 2nd Workshop on Abusive Language Online, 2018