Characterizing the Latent Space of Molecular Deep Generative Models with Persistent Homology Metrics
- Yair Schiff
- Payel Das
- et al.
- 2020
- NeurIPS 2020
Workshop paper
Publications
714 results for Generative AI
Investigating two super-resolution methods for downscaling precipitation: ESRGAN and CAR
- Campbell Watson
- Chulin Wang
- et al.
- 2020
- NeurIPS 2020
Workshop paperPlatform for Polymer Inverse-Design by Graph Generative Algorithms
- Seiji Takeda
- Toshiyuki Hama
- et al.
- 2020
- MRS Fall Meeting 2020
TalkTopology-Driven Completion of Chemical Data
- Dmitry Zubarev
- Peter Ristoski
- 2020
- MRS Fall Meeting 2020
TalkAutomatic Cyclometalated Iridium(III) Complex Design Using a Data-Driven Fragmentation Representation of Molecules
- Hsianghan Hsu
- Seiji Takeda
- et al.
- 2020
- MRS Fall Meeting 2020
TalkAccessing Creativity and Institutional Knowledge of Polymer Chemists via Expert-in-the-Loop AI—Case of Acrylic Polymer Design
- Victoria Piunova
- Dmitry Zubarev
- et al.
- 2020
- MRS Fall Meeting 2020
TalkFrom disjoint sets to parallel data to train seq2seq models for sentiment transfer
- Paulo Cavalin
- Marisa Vasconcelos
- et al.
- 2020
- EMNLP 2020
PaperPushing the Limits of AMR Parsing with Self-Learning
- Young-Suk Lee
- Ramón Fernandez Astudillo
- et al.
- 2020
- EMNLP 2020
Short paperExpert-in-the-loop AI for Polymer Discovery
- Petar Ristoski
- Dmitry Yu. Zubarev
- et al.
- 2020
- CIKM 2020
Conference paperNonconvex Min-Max Optimization: Applications, Challenges, and Recent Theoretical Advances
- Meisam Razaviyayn
- Tianjian Huang
- et al.
- 2020
- IEEE SPM
Paper