Meta-learning representations for continual learning K Javed, M White Advances in Neural Information Processing Systems (NeurIPS), 2019 | 325 | 2019 |
Revisiting distillation and incremental classifier learning K Javed, F Shafait Asian Conference on Computer Vision (ACCV), 2018 | 89 | 2018 |
Real-time document localization in natural images by recursive application of a CNN K Javed, F Shafait International Conference on Document Analysis and Recognition (ICDAR), 2017 | 48 | 2017 |
Learning Causal Models Online K Javed, M White, Y Bengio arXiv preprint arXiv:2006.07461, 2020 | 32 | 2020 |
Distillation techniques for pseudo-rehearsal based incremental learning H Shah, K Javed, F Shafait arXiv preprint arXiv:1807.02799, 2018 | 13 | 2018 |
Scalable real-time recurrent learning using columnar-constructive networks K Javed, H Shah, RS Sutton, M White Journal of Machine Learning Research 24, 1-34, 2023 | 9* | 2023 |
Simultaneous prediction intervals for patient-specific survival curves S Sokota, R D'Orazio, K Javed, H Haider, R Greiner International Joint Conference on Artificial Intelligence (IJCAI), 2019 | 7 | 2019 |
Scalable online recurrent learning using columnar neural networks K Javed, M White, R Sutton arXiv preprint arXiv:2103.05787, 2021 | 4 | 2021 |
Measuring and mitigating interference in reinforcement learning V Liu, H Wang, RY Tao, K Javed, A White, M White Conference on Lifelong Learning Agents (Collas), 2023 | 3 | 2023 |
Step-size Optimization for Continual Learning T Degris, K Javed, A Sharifnassab, Y Liu, R Sutton arXiv preprint arXiv:2401.17401, 2024 | 2 | 2024 |
Step-size Adaptation for TD(λ) — Comparing Two Algorithms K Javed https://khurramjaved96.github.io, 2021 | 1 | 2021 |
System and method for computer-assisted design of indcutor for voltaged-controlled oscillator CGW Haigh, Z Zhang, N Hassanpour, K Javed, J Luo, Y Fu US Patent App. 17/478,458, 2023 | | 2023 |
Learning Online-Aware Representations using Neural Networks K Javed Thesis, Master of Science, 2020 | | 2020 |
SwiftTD: A Fast and Robust Algorithm for Temporal Difference Learning K Javed, A Sharifnassab, RS Sutton | | |