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Elahe Arani
Elahe Arani
Head of AI - Behavior & Language @Wayve | Adjunct Assistant Professor @TU/e
Verified email at tue.nl - Homepage
Title
Cited by
Cited by
Year
Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System
E Arani, F Sarfraz, B Zonooz
10th International Conference on Learning Representations (ICLR 2022), 2022
912022
Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics
A Varma, H Chawla, B Zonooz, E Arani
17th International Conference on Computer Vision Theory and Applications …, 2022
402022
RGPNet: A Real-Time General Purpose Semantic Segmentation
E Arani, S Marzban, A Pata, B Zonooz
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2021
382021
Knowledge distillation beyond model compression
F Sarfraz, E Arani, B Zonooz
25th International Conference on Pattern Recognition (ICPR), 2020
322020
Distill on the go: Online knowledge distillation in self-supervised learning
P Bhat, E Arani, B Zonooz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
312021
Spectral weighting underlies perceived sound elevation
B Zonooz, E Arani, KP Körding, PATR Aalbers, T Celikel, AJ Van Opstal
Nature, Scientific reports 9 (1), 1-12, 2019
302019
Noise as a Resource for Learning in Knowledge Distillation
E Arani, F Sarfraz, B Zonooz
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2021
23*2021
Perceptual loss for robust unsupervised homography estimation
D Koguciuk, E Arani, B Zonooz
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
202021
Multimodal Scale Consistency and Awareness for Monocular Self-Supervised Depth Estimation
H Chawla, A Varma, E Arani, B Zonooz
2021 IEEE International Conference on Robotics and Automation (ICRA), 2021
192021
A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey
E Arani, S Gowda, R Mukherjee, O Magdy, SS Kathiresan, B Zonooz
Transactions on Machine Learning Research (TMLR; Survey Certification), 2022
172022
Noisy concurrent training for efficient learning under label noise
F Sarfraz, E Arani, B Zonooz
Proceedings of the IEEE/CVF Winter Conference on applications of computer …, 2021
162021
Learning to localise weakly-informative sound spectra with and without feedback
B Zonooz, E Arani, AJ Van Opstal
Nature, Scientific reports 8 (1), 1-14, 2018
142018
Consistency is the key to further mitigating catastrophic forgetting in continual learning
PS Bhat, B Zonooz, E Arani
Conference on Lifelong Learning Agents, 1195-1212, 2022
132022
Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning
F Sarfraz, E Arani, B Zonooz
International Conference on Learning Representations (ICLR), 2023
112023
Improving the efficiency of transformers for resource-constrained devices
H Tabani, A Balasubramaniam, S Marzban, E Arani, B Zonooz
2021 24th Euromicro Conference on Digital System Design (DSD), 449-456, 2021
112021
Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks
E Arani, F Sarfraz, B Zonooz
31st British Machine Vision Conference (BMVC), 2020
112020
BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning
K Jeeveswaran, P Bhat, B Zonooz, E Arani
International Conference on Machine Learning (ICML), 2023
102023
Task-Aware Information Routing from Common Representation Space in Lifelong Learning
P Bhat, B Zonooz, E Arani
International Conference on Learning Representations (ICLR), 2023
102023
Changes in low-level neural properties underlie age-dependent visual decision making
E Arani, R Van Ee, R Van Wezel
Nature, Scientific reports 8 (1), 1-9, 2018
102018
A Comprehensive Study of Vision Transformers on Dense Prediction Tasks
K Jeeveswaran, S Kathiresan, A Varma, O Magdy, B Zonooz, E Arani
17th International Conference on Computer Vision Theory and Applications …, 2022
92022
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Articles 1–20