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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41 results at ICLR 2022

Graph-augmented normalizing flows for anomaly detection of multiple time series
- - Enyan Dai
  - Jie Chen
- 2022
- ICLR 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization
- - Victor Sanh
  - Albert Webson
  - et al.
- 2022
- ICLR 2022
RegionViT: Regional-to-Local Attention for Vision Transformers
- - Richard Chen
  - Rameswar Panda
  - et al.
- 2022
- ICLR 2022
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
Contact Points Discovery for Soft-Body Manipulations with Differentiable Physics
- - Sizhe Li
  - Zhiao Huang
  - 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