Publications

818 results for Trustworthy AI

Transferring Adversarial Robustness Through Robust Representation Matching
- - Pratik Vaishnavi
  - Kevin Eykholt
  - et al.
- 2022
- USENIX Security 2022
Distributed Adversarial Training to Robustify Deep Neural Networks at Scale
- - Gaoyuan Zhang
  - Songtao Lu
  - et al.
- 2022
- UAI 2022
Assessment of Prediction Intervals Using Uncertainty Characteristics Curves
- - Jiri Navratil
  - Benjamin Elder
  - et al.
- 2022
- ICML 2022
Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
- - Pu Zhao
  - Parikshit Ram
  - et al.
- 2022
- IJCAI 2022
Towards Creativity Characterization of Generative Models via Group-based Subset Scanning
- - Celia Cintas
  - Payel Das
  - et al.
- 2022
- IJCAI 2022
CAT: Customized Adversarial Training for Improved Robustness
- - Minhao Cheng
  - Qi Lei
  - et al.
- 2022
- IJCAI 2022
CARBEN: Composite Adversarial Robustness Benchmark
- - Lei Hsiung
  - Yun-Yun Tsai
  - et al.
- 2022
- IJCAI 2022
Selective Regression Under Fairness Criteria
- - Abhin Shah
  - Yuheng Bu
  - et al.
- 2022
- ICML 2022
Biological Sequence Design with GFlowNets
- - Moksh Jain
  - Payel Das
  - et al.
- 2022
- ICML 2022
Protein Representation Learning by Geometric Structure Pretraining
- - Zuobai Zhang
  - Minghao Xu
  - et al.
- 2022
- ICML 2022