Publications

954 results for Trustworthy AI

Voice2Series: Reprogramming Acoustic Models for Time Series Classification
- - Huck Yang
  - Yun-Yun Tsai
  - et al.
- 2021
- ICML 2021
Conference paper
Fair Selective Classification via Sufficiency
- - Joshua Lee
  - Yuheng Bu
  - et al.
- 2021
- ICML 2021
Conference paper
Reimagining GNN Explanations with ideas from Tabular Data
- - Anjali Singh
  - Shamanth R Nayak K
  - et al.
- 2021
- ICML 2021
Workshop paper
On the Effectiveness of Poisoning against Unsupervised Domain Adaptation
- - Akshay Mehra
  - Bhavya Kailkhura
  - et al.
- 2021
- ICML 2021
Workshop poster
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
Tabular Transformers for Modeling Multivariate Time Series
- - Inkit Padhi
  - Yair Schiff
  - et al.
- 2021
- ICASSP 2021
Conference paper