Meghna P. Ayyar

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Spatially Localized

Region Of Interest

Thematic Mapper

Top Venues

Publications

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)
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)
Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari
White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks. CoRR (2021)
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)
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)
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)
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)
Ranjodh Singh, Meghna P. Ayyar, Tata Sri Pavan, Sandeep Gosain, Rajiv Ratn Shah
Automating Car Insurance Claims Using Deep Learning Techniques. BigMM (2019)