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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Year

Procedural Image Programs for Representation Learning
- - Manel Baradad
  - Richard Chen
  - et al.
- 2022
- NeurIPS 2022
Distributional Reinforcement Learning for Risk-Sensitive Policies
- - Shiau Hong Lim
  - Ilyas Malik
- 2022
- NeurIPS 2022
Self-Supervised Multi-Granularity Map Learning for Vision-and-Language Navigation
- - Peihao Chen
  - Dongyu Ji
  - et al.
- 2022
- NeurIPS 2022
Learning Physical Dynamics with Subequivariant Graph Neural Networks
- - Jiaqi Han
  - Wenbing Huang
  - et al.
- 2022
- NeurIPS 2022
Continual Learning In Environments With Polynomial Mixing Times
- - Matthew Riemer
  - Sharath Raparthy
  - et al.
- 2022
- NeurIPS 2022
On-Device Training Under 256KB Memory
- - Ji Lin
  - Ligeng Zhu
  - et al.
- 2022
- NeurIPS 2022
Factored Adaptation for Non-Stationary Reinforcement Learning
- - Fan Feng
  - Biwei Huang
  - et al.
- 2022
- NeurIPS 2022
Hierarchical Lattice Layer for Partially Monotone Neural Networks
- - Hiroki Yanagisawa
  - Kohei Miyaguchi
  - et al.
- 2022
- NeurIPS 2022
Hedging as Reward Augmentation in Probabilistic Graphical Models
- - Debarun Bhattacharjya
  - Radu Marinescu
- 2022
- NeurIPS 2022
Learning Active Camera for Multi-Object Navigation
- - Peihao Chen
  - Dongyu Ji
  - et al.
- 2022
- NeurIPS 2022