Tabular Transformers for Modeling Multivariate Time Series
- Inkit Padhi
- Yair Schiff
- et al.
- 2021
- ICASSP 2021
Inkit Padhi
Publications
Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations
- Payel Das
- Tom Sercu
- et al.
- 2021
- Nature Biomedical Engineering
Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics
- Payel Das
- Tom Sercu
- et al.
- 2021
- arXiv
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text
- Nishtha Madaan
- Inkit Padhi
- et al.
- 2021
- AAAI 2021
CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models
- Vijil Chenthamarakshan
- Payel Das
- et al.
- 2020
- NeurIPS 2020
DualTKB: A Dual Learning Bridge between Text and Knowledge Base
- Pierre Dognin
- Igor Melnyk
- et al.
- 2020
- EMNLP 2020
Learning Implicit Text Generation via Feature Matching
- Inkit Padhi
- Pierre Dognin
- et al.
- 2020
- ACL 2020
Sobolev Independence Criterion
- Youssef Mroueh
- Tom Sercu
- et al.
- 2019
- NeurIPS 2019
Learning implicit generative models by matching perceptual features
- Cicero Nogueira Dos Santos
- Youssef Mroueh
- et al.
- 2019
- ICCV 2019
Interactive Visual Exploration of Latent Space (IVELS) for peptide auto-encoder model selection
- Tom Sercu
- Sebastian Gehrmann
- et al.
- 2019
- DGS@ICLR Workshop 2019
Patents
- US
- 11023683
Blog posts
An AI foundation model that learns the grammar of molecules
NewsPayel Das, Youssef Mroueh, Inkit Padhi, Vijil Chenthamarakshan, Jerret Ross, and Brian BelgodereIBM researchers check AI bias with counterfactual text
ResearchInkit Padhi, Nishtha Madaan, Naveen Panwar, and Diptikalyan Saha5 minute read