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

37 results at ICML 2021

Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers
- - Yujia Bao
  - Shiyu Chang
  - et al.
- 2021
- ICML 2021
Adversarial Option-Aware Hierarchical Imitation Learning
- - Mingxuan Jing
  - Wenbing Huang
  - et al.
- 2021
- ICML 2021
Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond
- - Dennis Wei
- 2021
- ICML 2021
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design
- - Yue Cao
  - Payel Das
  - et al.
- 2021
- ICML 2021
CRFL: Certifiably Robust Federated Learning against Backdoor Attacks
- - Chulin Xie
  - Minghao Chen
  - et al.
- 2021
- ICML 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification
- - Huck Yang
  - Yun-Yun Tsai
  - et al.
- 2021
- ICML 2021
Global Prosody Style Transfer Without Text Transcriptions
- - Kaizhi Qian
  - Yang Zhang
  - et al.
- 2021
- ICML 2021
AGENT: A Benchmark for Core Psychological Reasoning
- - Tianmin Shu
  - Abhishek Bhandwaldar
  - et al.
- 2021
- ICML 2021
SMG: A Shuffling Gradient-Based Method with Momentum
- - Trang Tran
  - Lam Nguyen
  - et al.
- 2021
- ICML 2021
Outlier-Robust Optimal Transport
- - Debarghya Mukherjee
  - Aritra Guha
  - et al.
- 2021
- ICML 2021