| Learning fast, learning slow: A general continual learning method based on complementary learning system E Arani, F Sarfraz, B Zonooz International Conference on Representation Learning (ICLR), 2022 | 165 | 2022 |
| Transformers in self-supervised monocular depth estimation with unknown camera intrinsics A Varma, H Chawla, B Zonooz, E Arani International Conference on Computer Vision Theory and Applications (VISAPP …, 2022 | 58 | 2022 |
| Knowledge distillation beyond model compression F Sarfraz, E Arani, B Zonooz 2020 25th International Conference on Pattern Recognition (ICPR), 6136-6143, 2021 | 49 | 2021 |
| 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 | 46 | 2021 |
| 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 | 44 | 2021 |
| A comprehensive study of real-time object detection networks across multiple domains: A survey E Arani, S Gowda, R Mukherjee, O Magdy, S Kathiresan, B Zonooz Transactions on Machine Learning Research (TMLR), 2022 | 37 | 2022 |
| Spectral weighting underlies perceived sound elevation B Zonooz, E Arani, KP Körding, PATR Aalbers, T Celikel, AJ Van Opstal Nature, Scientific reports 9 (1), 1642, 2019 | 37 | 2019 |
| 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 | 35* | 2021 |
| LingoQA: Video question answering for autonomous driving AM Marcu, L Chen, J Hünermann, A Karnsund, B Hanotte, P Chidananda, ... European Conference on Computer Vision (ECCV), 2024 | 33* | 2024 |
| 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 | 30* | 2021 |
| 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 | 28 | 2021 |
| 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 | 27 | 2023 |
| 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 | 26 | 2023 |
| 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 | 25 | 2022 |
| 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 | 24 | 2021 |
| 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 | 22 | 2021 |
| Sparse coding in a dual memory system for lifelong learning F Sarfraz, E Arani, B Zonooz Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9714-9722, 2023 | 21 | 2023 |
| Synergy between synaptic consolidation and experience replay for general continual learning F Sarfraz, E Arani, B Zonooz Conference on Lifelong Learning Agents, 920-936, 2022 | 20 | 2022 |
| Task-Aware Information Routing from Common Representation Space in Lifelong Learning P Bhat, B Zonooz, E Arani International Conference on Learning Representations (ICLR), 2023 | 17 | 2023 |
| Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach PS Bhat, B Zonooz, E Arani Conference on Lifelong Learning Agents, 390-405, 2022 | 17 | 2022 |
Bahram ZonoozEindhoven University of TechnologyVerified email at tue.nl
