Publications

522 results for Generative AI

Practical Adversarial Robustness in Deep Learning: Problems and Solutions
- - Pin-Yu Chen
  - Sayak Paul
- 2021
- CVPR 2021
PaccMann^RL: De novo generation of hit-like anticancer molecules from transcriptomic data via reinforcement learning
- - Jannis Born
  - Matteo Manica
  - et al.
- 2021
- iScience
Perfection Not Required? Human-AI Partnerships in Code Translation
- - Justin Weisz
  - Michael Muller
  - et al.
- 2021
- IUI 2021
HAI-GEN 2021: 2nd workshop on human-AI co-creation with generative models
- - Werner Geyer
  - Lydia B Chilton
  - et al.
- 2021
- IUI 2021
On the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient Flow
- - Youssef Mroueh
  - Truyen V. Nguyen
- 2021
- AISTATS 2021
How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks
- - Michael Muller
  - April Yi Wang
  - et al.
- 2021
- IUI 2021
Data-driven molecular design for discovery and synthesis of novel ligands: A case study on SARS-CoV-2
- - Jannis Born
  - Matteo Manica
  - et al.
- 2021
- Machine Learning: Science and Tech.
Topology-Driven Completion of Chemical Data
- - Dmitry Zubarev
  - Petar Ristoski
- 2021
- APS March Meeting 2021
Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations
- - Payel Das
  - Tom Sercu
  - et al.
- 2021
- Nature Biomedical Engineering
Denoising quantum states with Quantum Autoencoders - Theory and Applications
- - Tom Achache
  - Lior Horesh
  - et al.
- 2021
- QIP 2021