Publications

497 results for Generative AI

Sample-efficient Generation of Novel Photo-acid Generator Molecules using a Deep Generative Model
- - Samuel Hoffman
  - Vijil Vijil
  - et al.
- 2021
- NeurIPS 2021
Dynamics-Based Peptide-MHC Binding Optimization by a Convolutional Variational Autoencoder: A Use-Case Model for CASTELO
- - David R. Bell
  - Giacomo Domeniconi
  - et al.
- 2021
- JCTC
Open Knowledge Graphs Canonicalization using Variational Autoencoders
- - Sarthak Dash
  - Gaetano Rossiello
  - et al.
- 2021
- EMNLP 2021
Generative adversarial networks for construction of virtual populations of mechanistic models: simulations to study Omecamtiv Mecarbil action
- - Jaimit Parikh
  - Timothy Rumbell
  - et al.
- 2021
- Journal of Pharmacokinetics and Pharmacodynamics
On the automation of de-novo molecular design and chemical synthesis planning: A case study on SARS-CoV-2
- - Jannis Born
  - Matteo Manica
  - et al.
- 2021
- ACS Fall 2021
AI assisted design and synthesis of materials with targeted properties
- - Victoria Piunova
  - Dmitry Zubarev
  - et al.
- 2021
- ACS Fall 2021
Third Workshop on Adversarial Learning Methods for Machine Learning and Data Mining (AdvML 2021)
- - Pin-Yu Chen
  - Cho-Jui Hsieh
  - et al.
- 2021
- KDD 2021
3rd Workshop on Adversarial Learning Methods for Machine Learning and Data Mining
- - Pin-Yu Chen
  - Cho-Jui Hsieh
  - et al.
- 2021
- KDD 2021
Domain adaptation for learning generator from paired few-shot data
- - Chun-Chih Teng
  - Pin-Yu Chen
  - et al.
- 2021
- ICAS 2021
Self-Supervised Ground-Roll Noise Attenuation Using Self-Labeling and Paired Data Synthesis
- - Dário Augusto Borges Oliveira
  - Daniil G. Semin
  - et al.
- 2021
- IEEE TGRS