Publications

13 results for Igor Melnyk

Auditing and Generating Synthetic Data With Controllable Trust Trade-Offs
- - Brian Belgodere
  - Pierre Dognin
  - et al.
- 2024
- IEEE JESTCS
Reprogramming Pretrained Language Models for Antibody Sequence Infilling
- - Igor Melnyk
  - Vijil Chenthamarakshan
  - et al.
- 2023
- ICML 2023
Knowledge Graph Generation From Text
- - Igor Melnyk
  - Pierre Dognin
  - et al.
- 2022
- EMNLP 2022
Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge
- - Pierre Dognin
  - Igor Melnyk
  - et al.
- 2022
- JAIR
Tabular Transformers for Modeling Multivariate Time Series
- - Inkit Padhi
  - Yair Schiff
  - et al.
- 2021
- ICASSP 2021
Estimating information flow in deep neural networks
- - Ziv Goldfeld
  - Ewout van den Berg
  - et al.
- 2019
- ICML 2019
Adversarial semantic alignment for improved image captions
- - Pierre Dognin
  - Igor Melnyk
  - et al.
- 2019
- CVPR 2019
Wasserstein barycenter model ensembling
- - Pierre Dognin
  - Igor Melnyk
  - et al.
- 2019
- ICLR 2019
Improved adversarial image captioning
- - Pierre Dognin
  - Igor Melnyk
  - et al.
- 2019
- DGS@ICLR Workshop 2019
Deep learning algorithm for data-driven simulation of noisy dynamical system
- - Kyongmin Yeo
  - Igor Melnyk
- 2019
- Journal of Computational Physics