New Insights on Reducing Abrupt Representation Change in Online Continual Learning L Caccia, R Aljundi, N Asadi, T Tuytelaars, J Pineau, E Belilovsky ICLR 2022, 2022 | 167 | 2022 |
Probing Representation Forgetting in Supervised and Unsupervised Continual Learning MR Davari*, N Asadi*, S Mudur, R Aljundi, E Belilovsky CVPR 2022, 2022 | 77 | 2022 |
Towards shape biased unsupervised representation learning for domain generalization N Asadi, AM Sarfi, M Hosseinzadeh, Z Karimpour, M Eftekhari arXiv preprint arXiv:1909.08245, 2019 | 21 | 2019 |
Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning N Asadi, MR Davar, S Mudur, R Aljundi, E Belilovsky ICML 2023, 2023 | 15 | 2023 |
Tackling Online One-Class Incremental Learning by Removing Negative Contrasts N Asadi, S Mudur, E Belilovsky NeurIPS 2021 Workshop, 2021 | 4 | 2021 |
Show, attend to everything, and tell: image captioning with more thorough image understanding Z Karimpour, A Sarfi, N Asadi, F Ghasemian 2020 10th International Conference on Computer and Knowledge Engineering …, 2020 | 3 | 2020 |
Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy? N Asadi, M Beitollahi, Y Khalil, Y Li, G Zhang, X Chen arXiv preprint arXiv:2402.15414, 2024 | 2 | 2024 |
Diminishing the Effect of Adversarial Perturbations via Refining Feature Representation N Asadi, AM Sarfi, M Hosseinzadeh, S Tahsini, M Eftekhari NeurIPS 2019 Workshop, 2019 | 2 | 2019 |
DAS: A Deformable Attention to Capture Salient Information in CNNs F Salajegheh, N Asadi, S Saryazdi, S Mudur arXiv preprint arXiv:2311.12091, 2023 | 1 | 2023 |
A Novel Image Perturbation Approach: Perturbing Latent Representation N Asadi, M Eftekhari 2019 27th Iranian Conference on Electrical Engineering (ICEE), 1895-1899, 2019 | 1 | 2019 |
New Insights on Catastrophic Forgetting in Neural Networks N Asadi Concordia University, 2023 | | 2023 |
Combining Pre-trained LoRA Modules Improves Few-shot Adaptation of Foundation Models to New Tasks N Asadi, M Beitollahi, YH Khalil, Y Li, G Zhang, X Chen ICML 2024 Workshop on Foundation Models in the Wild, 0 | | |