Publications

497 results for Generative AI

Conditionally Independent Data Generation
- - Kartik Ahuja
  - Prasanna Sattigeri
  - et al.
- 2021
- UAI 2021
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design
- - Yue Cao
  - Payel Das
  - et al.
- 2021
- ICML 2021
SubsetGAN: Pattern detection in the activation space for Identifying Synthesised Content
- - Celia Cintas
  - Skyler Speakman
  - et al.
- 2021
- ICML 2021
A comparative study of stochastic and deep generative models for multisite precipitation synthesis
- - Bianca Zadrozny
  - Dario Augusto Borges Oliveira
  - et al.
- 2021
- ICML 2021
CASTELO: clustered atom subtypes aided lead optimization—a combined machine learning and molecular modeling method
- - Leili Zhang
  - Giacomo Domeniconi
  - et al.
- 2021
- BMC Bioinformatics
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
HAI-GEN 2021: 2nd workshop on human-AI co-creation with generative models
- - Werner Geyer
  - Lydia B Chilton
  - et al.
- 2021
- IUI 2021
Perfection Not Required? Human-AI Partnerships in Code Translation
- - Justin Weisz
  - Michael Muller
  - 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