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

Generalization in generative adversarial networks: A novel perspective from privacy protection
- - Bingzhe Wu
  - Shiwan Zhao
  - et al.
- 2019
- NeurIPS 2019
More is less: Learning efficient video representations by big-little network and depthwise temporal aggregation
- - Quanfu Fan
  - Chun Fu Chen
  - et al.
- 2019
- NeurIPS 2019
Visual concept-metaconcept learning
- - Chi Han
  - Jiayuan Mao
  - et al.
- 2019
- NeurIPS 2019
Subquadratic high-dimensional hierarchical clustering
- - Amir Abboud
  - Vincent Cohen-Addad
  - et al.
- 2019
- NeurIPS 2019
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration
- - Florian Scheidegger
  - Luca Benini
  - et al.
- 2019
- NeurIPS 2019
Tight certificates of adversarial robustness for randomly smoothed classifiers
- - Guang He Lee
  - Yang Yuan
  - et al.
- 2019
- NeurIPS 2019
Hybrid 8-bit floating point (HFP8) training and inference for deep neural networks
- - Xiao Sun
  - Jungwook Choi
  - et al.
- 2019
- NeurIPS 2019
Imitation learning from observations by minimizing inverse dynamics disagreement
- - Chao Yang
  - Xiaojian Ma
  - et al.
- 2019
- NeurIPS 2019
Deep structured prediction for facial landmark detection
- - Lisha Chen
  - Hui Su
  - et al.
- 2019
- NeurIPS 2019
Spin-transfer torque MRAM with reliable 2 ns writing for last level cache applications
- - Guohan Hu
  - D. Kim
  - et al.
- 2019
- IEDM 2019