Publications

960 results for Trustworthy AI

SubsetGAN: Pattern detection in the activation space for Identifying Synthesised Content
- - Celia Cintas
  - Skyler Speakman
  - et al.
- 2021
- ICML 2021
Workshop poster
Generalizing Adversarial Training to Composite Semantic Perturbations
- - Yun Yun Tsai
  - Lei Hsiung
  - et al.
- 2021
- ICML 2021
Workshop poster
A Guided Approach Towards Complex Chaos Selection, Prioritisation and Injection
- - Ojaswa Sharma
  - Mudit Verma
  - et al.
- 2022
- CLOUD 2022
Conference paper
Practical Adversarial Robustness in Deep Learning: Problems and Solutions
- - Pin-Yu Chen
  - Sayak Paul
- 2021
- CVPR 2021
Tutorial
Non-singular adversarial robustness of neural networks
- - Yu-Lin Tsai
  - Chia-Yi Hsu
  - et al.
- 2021
- ICASSP 2021
Conference paper
Data-efficient framework for real-world multiple sound source 2D localization
- - Guillaume Le Moing
  - Phongtharin Vinayavekhin
  - et al.
- 2021
- ICASSP 2021
Conference paper
Tabular Transformers for Modeling Multivariate Time Series
- - Inkit Padhi
  - Yair Schiff
  - et al.
- 2021
- ICASSP 2021
Conference paper
The Role of Data-Driven Discovery in Detecting Vulnerable Sub-populations
- - Girmaw Abebe Tadesse
  - Skyler Speakman
  - et al.
- 2021
- ICWSM 2021
Workshop paper
Machine Learning Model Drift Detection Via Weak Data Slices
- - Samuel Ackerman
  - Parijat Dube
  - et al.
- 2021
- ICSE 2021
Workshop paper
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
- - Umang Bhatt
  - Javier Antorán
  - et al.
- 2021
- AIES 2021
Conference paper