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

Weakly supervised scene parsing with point-based distance metric learning
- - Rui Qian
  - Yunchao Wei
  - et al.
- 2019
- AAAI 2019
Outlier aware network embedding for attributed networks
- - Sambaran Bandyopadhyay
  - N. Lokesh
  - et al.
- 2019
- AAAI 2019
Unsupervised learning with contrastive latent variable models
- - Kristen A. Severson
  - Soumya Ghosh
  - et al.
- 2019
- AAAI 2019
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