| Normalizing flows: An introduction and review of current methods I Kobyzev, SJD Prince, MA Brubaker IEEE transactions on pattern analysis and machine intelligence 43 (11), 3964 …, 2020 | 1605 | 2020 |
| Representation Learning for Dynamic Graphs: A Survey SM Kazemi, R Goel, K Jain, I Kobyzev, A Sethi, P Forsyth, P Poupart Journal of Machine Learning Research 21 (70), 1-73, 2020 | 590 | 2020 |
| Dylora: Parameter efficient tuning of pre-trained models using dynamic search-free low-rank adaptation M Valipour, M Rezagholizadeh, I Kobyzev, A Ghodsi arXiv preprint arXiv:2210.07558, 2022 | 162 | 2022 |
| Krona: Parameter efficient tuning with kronecker adapter A Edalati, M Tahaei, I Kobyzev, VP Nia, JJ Clark, M Rezagholizadeh arXiv preprint arXiv:2212.10650, 2022 | 111 | 2022 |
| Tails of Lipschitz triangular flows P Jaini, I Kobyzev, Y Yu, M Brubaker International Conference on Machine Learning, 4673-4681, 2020 | 56 | 2020 |
| A short study on compressing decoder-based language models T Li, YE Mesbahi, I Kobyzev, A Rashid, A Mahmud, N Anchuri, ... arXiv preprint arXiv:2110.08460, 2021 | 25 | 2021 |
| Polarized-VAE: Proximity based disentangled representation learning for text generation V Balasubramanian, I Kobyzev, H Bahuleyan, I Shapiro, O Vechtomova arXiv preprint arXiv:2004.10809, 2020 | 22 | 2020 |
| Generating emotionally aligned responses in dialogues using affect control theory N Asghar, I Kobyzev, J Hoey, P Poupart, MB Sheikh arXiv preprint arXiv:2003.03645, 2020 | 18 | 2020 |
| A categorical approach to cyclic cohomology of quasi-Hopf algebras and Hopf algebroids I Kobyzev, I Shapiro Applied Categorical Structures 27, 85-109, 2019 | 15 | 2019 |
| Improving generalization of pre-trained language models via stochastic weight averaging P Lu, I Kobyzev, M Rezagholizadeh, A Rashid, A Ghodsi, P Langlais arXiv preprint arXiv:2212.05956, 2022 | 12 | 2022 |
| Hyperparameter optimization for large language model instruction-tuning C Tribes, S Benarroch-Lelong, P Lu, I Kobyzev arXiv preprint arXiv:2312.00949, 2023 | 9 | 2023 |
| Equivariant Discrete Normalizing Flows AJ Bose, I Kobyzev arXiv 2110, 94, 2021 | 7* | 2021 |
| Resonance rope: Improving context length generalization of large language models S Wang, I Kobyzev, P Lu, M Rezagholizadeh, B Liu arXiv preprint arXiv:2403.00071, 2024 | 6 | 2024 |
| Anti-Yetter-Drinfeld modules for quasi-Hopf algebras I Kobyzev, I Shapiro Symmetry, Integrability and Geometry: Methods and Applications (SIGMA) 14 (098), 2018 | 6 | 2018 |
| Continuation kd: Improved knowledge distillation through the lens of continuation optimization A Jafari, I Kobyzev, M Rezagholizadeh, P Poupart, A Ghodsi arXiv preprint arXiv:2212.05998, 2022 | 5 | 2022 |
| Efficient Classification of Long Documents via State-Space Models P Lu, S Wang, M Rezagholizadeh, B Liu, I Kobyzev Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023 | 4 | 2023 |
| A semi-holographic hyperdimensional representation system for hardware-friendly cognitive computing A Serb, I Kobyzev, J Wang, T Prodromakis Philosophical Transactions of the Royal Society A 378 (2164), 20190162, 2020 | 4 | 2020 |
| Attribute controlled dialogue prompting R Liu, A Rashid, I Kobyzev, M Rezagholizadeh, P Poupart arXiv preprint arXiv:2307.05228, 2023 | 3 | 2023 |
| Do we need Label Regularization to Fine-tune Pre-trained Language Models? I Kobyzev, A Jafari, M Rezagholizadeh, T Li, A Do-Omri, P Lu, P Poupart, ... arXiv preprint arXiv:2205.12428, 2022 | 3* | 2022 |
| G-theory of root stacks and equivariant K-theory A Dhillon, I Kobyzev Annals of K-Theory 4 (2), 151-183, 2019 | 3 | 2019 |
Pascal PoupartUniversity of WaterlooEmail verificata su uwaterloo.ca
