Publications

683 results for Foundation Models

Training individually fair ML models with sensitive subspace robustness
- - Mikhail Yurochkin
  - Amanda Bower
  - et al.
- 2020
- ICLR 2020
Few-shot Text Classification With Distributional Signatures
- - Yujia Bao
  - Menghua Wu
  - et al.
- 2020
- ICLR 2020
An ADMM based framework for AutoML pipeline configuration
- - Sijia Liu
  - Parikshit Ram
  - et al.
- 2020
- AAAI 2020
Building calibrated deep models via uncertainty matching with auxiliary interval predictors
- - Jayaraman J. Thiagarajan
  - Bindya Venkatesh
  - et al.
- 2020
- AAAI 2020
Moments in Time Dataset: One Million Videos for Event Understanding
- - Mathew Monfort
  - Alex Andonian
  - et al.
- 2020
- IEEE TPAMI
Generating Visually Aligned Sound from Videos
- - Peihao Chen
  - Yang Zhang
  - et al.
- 2020
- IEEE TIP
A game theoretic approach to class-wise selective rationalization
- - Shiyu Chang
  - Yang Zhang
  - et al.
- 2019
- NeurIPS 2019
Sobolev Independence Criterion
- - Youssef Mroueh
  - Tom Sercu
  - et al.
- 2019
- NeurIPS 2019
Scalable inference of topic evolution via models for latent geometric structures
- - Mikhail Yurochkin
  - Zhiwei Fan
  - et al.
- 2019
- NeurIPS 2019
Statistical model aggregation via parameter matching
- - Mikhail Yurochkin
  - Mayank Agarwal
  - et al.
- 2019
- NeurIPS 2019