Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion
- Kohei Miyaguchi
- Takayuki Katsuki
- et al.
- 2022
- ICLR 2022
Publications
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460 results for Generative AI
Data-Efficient Graph Grammar Learning for Molecular Generation
- Minghao Guo
- Veronika Thost
- et al.
- 2022
- ICLR 2022
In-Pocket 3D Graphs Enhance Ligand-Target Compatibility in Generative Small-Molecule Creation
- Seung Gu Kang
- Jeff Weber
- et al.
- 2022
- arXiv
Investigating Explainability of Generative AI for Code through Scenario-based Design
- Jiao Sun
- Q. Vera Liao
- et al.
- 2022
- IUI 2022
Learning exotic phases of matter via hidden Born Machines
- Khadijeh Najafi
- Abigail McClain Gomez
- et al.
- 2022
- APS March Meeting 2022
Understanding latent correlation-based multiview learning and self-supervision: An identifiability perspective
- Qi Lyu
- Xiao Fu
- et al.
- 2022
- ICLR 2022
Analysis of Training and Seed Bias in Small Molecules Generated with a Conditional Graph-Based Variational Autoencoder─Insights for Practical AI-Driven Molecule Generation
- Seung-Gu Kang
- Joseph A. Morrone
- et al.
- 2022
- J. Chem. Inf. Model.
A Systematic Survey on Deep Generative Models for Graph Generation
- Xiaojie Guo
- Liang Zhao
- 2021
- IEEE TPAMI
Pattern detection in the activation space for identifying synthesized content
- Celia Cintas
- Skyler Speakman
- et al.
- 2021
- Pattern Recognition Letters
Separation results between fixed-kernel and feature-learning probability metrics
- Carles Domingo-Enrich
- Youssef Mroueh
- 2021
- NeurIPS 2021