Meghna P. Ayyar

11 papers B 2C 1Journal 3Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	There is More to Attention: Statistical Filtering Enhances Explanations in Vision Transformers. CoRR Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari
2024	—	`conf`	ESL: Explain to Improve Streaming Learning for Transformers. ICPR (9) Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari
2024	B	`conf`	ET: Explain to Train: Leveraging Explanations to Enhance the Training of A Multimodal Transformer. ICIP Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari
2023	C	`conf`	Entropy-based Sampling for Streaming learning with Move-to-Data approach on Video. CBMI Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari, Hélène Amieva, Laura Middleton
2023	—	`conf`	Leveraging Explainability methods in Spectral Domain for Data Augmentation and efficient training of CNN classifiers for Covid-19 Detection. IPTA Meaza Eyakem Gebreamlak, Meghna P. Ayyar, Jenny Benois-Pineau, Jean-Pierre Salmon, Akka Zemmari
2021	—	`conf`	A Hierarchical Classification System for the Detection of Covid-19 from Chest X-Ray Images. ICCVW Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari
2021	B	`conf`	Explaining 3D CNNs for Alzheimer's Disease Classification on sMRI Images with Multiple ROIs. ICIP Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari, Gwenaelle Catheline
2021	J	`jnl`	Review of white box methods for explanations of convolutional neural networks in image classification tasks. J. Electronic Imaging Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari
2021	J	`jnl`	White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks. CoRR Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari
2019	—	`conf`	Automating Car Insurance Claims Using Deep Learning Techniques. BigMM Ranjodh Singh, Meghna P. Ayyar, Tata Sri Pavan, Sandeep Gosain, Rajiv Ratn Shah
2019	—	`conf`	Facefetch: An Efficient and Scalable Face Retrieval System That uses Your Visual Memory. BigMM Harsh Shrivastava, Rama Krishna P. V. N. S, Karmanya Aggarwal, Meghna P. Ayyar, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann