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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Machine Learning

1310 results for Machine Learning

How unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis
- - Shuai Zhang
  - Meng Weng
  - et al.
- 2022
- ICLR 2022
Network Augmentation for Tiny Deep Learning
- - Han Cai
  - Chuang Gan
  - et al.
- 2022
- ICLR 2022
FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations
- - Lingjie Mei
  - Jiayuan Mao
  - et al.
- 2022
- ICLR 2022
RISP: Rendering-Invariant State Predictor with Differentiable Simulation and Rendering for Cross-Domain Parameter Estimation
- - Pingchuan Ma
  - Tao Du
  - et al.
- 2022
- ICLR 2022
Can an Image Classifier Suffice For Action Recognition?
- - Quanfu Fan
  - Richard Chen
  - et al.
- 2022
- ICLR 2022
Data-Efficient Graph Grammar Learning for Molecular Generation
- - Minghao Guo
  - Veronika Thost
  - et al.
- 2022
- ICLR 2022
Linking Emergent and Natural Languages via Corpus Transfer
- - Shunyu Yao
  - Mo Yu
  - et al.
- 2022
- ICLR 2022
MAML is a Noisy Contrastive Learner in Classification
- - Chia-Hsiang Kao
  - Wei-Chen Chiu
  - et al.
- 2022
- ICLR 2022
Equivariant Self-Supervised Learning: Encouraging Equivariance in Representations
- - Rumen Dangovski
  - Li Jing
  - et al.
- 2022
- ICLR 2022
Adversarial Support Alignment
- - Shangyuan Tong
  - Timur Garipov
  - et al.
- 2022
- ICLR 2022