Aroof Aimen

According to our database, Aroof Aimen authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Fuzzy Deep Learning for the Diagnosis of Alzheimer's Disease: Approaches and Challenges.

M. Tanveer, M. Sajid, Mushir Akhtar, Abdul Quadir, Tripti Goel, Aroof Aimen, Sushmita Mitra, Yu-Dong Zhang, Chin-Teng Lin, Javier Del Ser

IEEE Trans. Fuzzy Syst., October, 2024

Adaptation: Blessing or Curse for Higher Way Meta-Learning.

Aroof Aimen, Sahil Sidheekh, Bharat Ladrecha, Hansin Ahuja, Narayanan C. Krishnan

IEEE Trans. Artif. Intell., April, 2024

2023

Leveraging Task Variability in Meta-learning.

Aroof Aimen, Bharat Ladrecha, Sahil Sidheekh, Narayanan C. Krishnan

SN Comput. Sci., September, 2023

Generalized Cross-domain Multi-label Few-shot Learning for Chest X-rays.

Aroof Aimen, Arsh Verma, Makarand Tapaswi, Narayanan C. Krishnan

CoRR, 2023

2022

Adversarial Projections to Tackle Support-Query Shifts in Few-Shot Meta-Learning.

Aroof Aimen, Bharat Ladrecha, Narayanan C. Krishnan

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

Task Attended Meta-Learning for Few-Shot Learning.

Aroof Aimen, Sahil Sidheekh, Narayanan C. Krishnan

CoRR, 2021

On Duality Gap as a Measure for Monitoring GAN Training.

Sahil Sidheekh, Aroof Aimen, Vineet Madan, Narayanan C. Krishnan

Proceedings of the International Joint Conference on Neural Networks, 2021

On Characterizing GAN Convergence Through Proximal Duality Gap.

Sahil Sidheekh, Aroof Aimen, Narayanan C. Krishnan

Proceedings of the 38th International Conference on Machine Learning, 2021

Stress Testing of Meta-learning Approaches for Few-shot Learning.

Aroof Aimen, Sahil Sidheekh, Vineet Madan, Narayanan C. Krishnan

Proceedings of the AAAI Workshop on Meta-Learning and MetaDL Challenge, 2021

2020

Scale Invariant Fast PHT based Copy-Move Forgery Detection.

Aroof Aimen, Amandeep Kaur, Sahil Sidheekh

Proceedings of the 11th International Conference on Computing, 2020