Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Generative AI

Year

171 results for Generative AI

Data-Efficient Graph Grammar Learning for Molecular Generation
- - Minghao Guo
  - Veronika Thost
  - et al.
- 2022
- ICLR 2022
Separation results between fixed-kernel and feature-learning probability metrics
- - Carles Domingo-Enrich
  - Youssef Mroueh
- 2021
- NeurIPS 2021
Targeted Neural Dynamical Modeling
- - Cole Hurwitz
  - Akash Srivastava
  - et al.
- 2021
- NeurIPS 2021
A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics
- - Kai Xu
  - Akash Srivastava
  - et al.
- 2021
- NeurIPS 2021
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design
- - Yue Cao
  - Payel Das
  - et al.
- 2021
- ICML 2021
Neural belief reasoner
- - Haifeng Qian
- 2021
- IJCAI 2020
CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models
- - Vijil Chenthamarakshan
  - Payel Das
  - et al.
- 2020
- NeurIPS 2020
A Decentralized Parallel Algorithm for Training Generative Adversarial Nets
- - Mingrui Liu
  - Wei Zhang
  - et al.
- 2020
- NeurIPS 2020
Asymptotic Guarantees for Generative Modeling Based on the Smooth Wasserstein Distance
- - Ziv Goldfeld
  - Kristjan Greenewald
  - et al.
- 2020
- NeurIPS 2020
Invariant Risk Minimization Games
- - Kartik Ahuja
  - Karthikeyan Shanmugam
  - et al.
- 2020
- ICML 2020