Ivan Kobyzev

Normalizing Flows: An Introduction and Review of Current Methods

Ivan Kobyzev, Simon J. D. Prince, Marcus A. Brubaker · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 1.1K citations · Full text

Numerical Analysis, Density Evaluation, Engineering +19

DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation

Mojtaba Valipour, Mehdi Rezagholizadeh, Ivan Kobyzev et al. · 2023 · 76 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +25

Representation Learning for Dynamic Graphs: A Survey

Seyed Mehran Kazemi, Rishab Goel, Kshitij Jain et al. · arXiv (Cornell University) · 2019 · 69 citations · Full text

Dynamic Graphs, Graph Representation Learning, Machine Learning +18

Normalizing Flows: Introduction and Ideas.

Ivan Kobyzev, Simon Prince, Marcus A. Brubaker · arXiv (Cornell University) · 2019 · 38 citations · Full text

Density Evaluation, Engineering, Machine Learning +16

Relational Representation Learning for Dynamic (Knowledge) Graphs: A Survey.

Seyed Mehran Kazemi, Rishab Goel, Kshitij Jain et al. · arXiv (Cornell University) · 2019 · 20 citations · Full text

Knowledge Representation, Engineering, Graph Theory +10