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

SCNN: A general distribution based statistical convolutional neural network with application to video object detection
- - Tianchen Wang
  - Jinjun Xiong
  - et al.
- 2019
- AAAI 2019
Learning to teach in cooperative multiagent reinforcement learning
- - Shayegan Omidshafiei
  - Dong Ki Kim
  - et al.
- 2019
- AAAI 2019
CNN-Cert: An efficient framework for certifying robustness of convolutional neural networks
- - Akhilan Boopathy
  - Tsui Wei Weng
  - et al.
- 2019
- AAAI 2019
Deep learning for cost-optimal planning: Task-dependent planner selection
- - Silvan Sievers
  - Shirin Sohrabi
  - et al.
- 2019
- AAAI 2019
The rensselaer Mandarin project - A cognitive and immersive language learning environment
- - David Allen
  - Rahul R. Divekar
  - et al.
- 2019
- AAAI 2019
Hybrid reinforcement learning with expert state sequences
- - Xiaoxiao Guo
  - Shiyu Chang
  - et al.
- 2019
- AAAI 2019
Incorporating behavioral constraints in online AI systems
- - Avinash Balakrishnan
  - Djallel Bouneffouf
  - et al.
- 2019
- AAAI 2019
Validation of growing knowledge graphs by abductive text evidences
- - Jianfeng Du
  - Jeff Z. Pan
  - et al.
- 2019
- AAAI 2019
StNet: Local and global spatial-temporal modeling for action recognition
- - Dongliang He
  - Zhichao Zhou
  - et al.
- 2019
- AAAI 2019
AutoZOOM: Autoencoder-based zeroth order optimization method for attacking black-box neural networks
- - Chun-Chen Tu
  - Paishun Ting
  - et al.
- 2019
- AAAI 2019