Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. 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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387 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
PaccMann^RL: Designing anticancer drugs from transcriptomic data via reinforcement learning
- - Jannis Born
  - Matteo Manica
  - et al.
- 2019
- NeurIPS 2019
Vox2Net: From 3D Shapes to Network Sculptures
- - Nima Dehmamy
  - Luca Stornaiuolo
  - et al.
- 2018
- NeurIPS 2018
BAGAN: Data Augmentation with Balancing GAN
- - Giovanni Mariani
  - Florian Scheidegger
  - et al.
- 2018
- ICML 2018
AI powered, automated discovery of polymer membranes for carbon capture
- - Ronaldo Giro
  - Hsianghan Hsu
  - et al.
- 2023
- npj Computational Materials
Regression Transformer enables concurrent sequence regression and generation for molecular language modelling
- - Jannis Born
  - Matteo Manica
- 2023
- Nature Machine Intelligence
Reconstruction of Iberian ceramic potteries using generative adversarial networks
- - Pablo Navarro
  - Celia Cintas
  - et al.
- 2022
- Scientific Reports
Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations
- - Payel Das
  - Tom Sercu
  - et al.
- 2021
- Nature Biomedical Engineering
Ranking Large Language Models without Ground Truth
- - Amit Dhurandhar
  - Rahul Nair
  - et al.
- 2024
- ACL 2024
NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models
- - Amit Dhurandhar
  - Tejaswini Pedapati
  - et al.
- 2024
- ACL 2024