Publications

779 results for Trustworthy AI

When Causal Intervention Meets Adversarial Examples and Image Masking for Deep Neural Networks
- - Chao-Han Huck Yang
  - Yi Chieh Liu
  - et al.
- 2019
- ICIP 2019
Injective State-Image Mapping facilitates Visual Adversarial Imitation Learning
- - Subhajit Chaudhury
  - Daiki Kimura
  - et al.
- 2019
- MMSP 2019
Protecting neural networks with hierarchical random switching: Towards better robustness-accuracy trade-off for stochastic defenses
- - Xiao Wang
  - Siyue Wang
  - et al.
- 2019
- IJCAI 2019
Topology attack and defense for graph neural networks: An optimization perspective
- - Kaidi Xu
  - Hongge Chen
  - et al.
- 2019
- IJCAI 2019
RAPA-convNets: Modified convolutional networks for accelerated training on architectures with analog arrays
- - Malte J. Rasch
  - Tayfun Gokmen
  - et al.
- 2019
- Frontiers in Neuroscience
Selection bias explorations and Debias methods for natural language sentence matching datasets
- - Guanhua Zhang
  - Bing Bai
  - et al.
- 2019
- ACL 2019
Recent progress in zeroth order optimization and its applications to adversarial robustness in data mining and machine learning
- - Pin-Yu Chen
  - Sijia Liu
- 2019
- KDD 2019
Hardening Deep Neural Networks via Adversarial Model Cascades
- - Deepak Vijaykeerthy
  - Anshuman Suri
  - et al.
- 2019
- IJCNN 2019
LaSO: Label-Set Operations networks for multi-label few-shot learning
- - Amit Alfassy
  - Leonid Karlinsky
  - et al.
- 2019
- CVPR 2019
Detection of data 'drift' over time affecting ML model performance
- - Samuel Ackerman
  - Orna Raz
  - et al.
- 2019
- ISA Annual Meeting 2019