Publications

305 results for Pin-Yu Chen

The Fourth Workshop on Adversarial Learning Methods for Machine Learning and Data Mining (AdvML 2022)
- - Pin-Yu Chen
  - Cho-Jui Hsieh
  - et al.
- 2022
- KDD 2022
Distributed Adversarial Training to Robustify Deep Neural Networks at Scale
- - Gaoyuan Zhang
  - Songtao Lu
  - et al.
- 2022
- UAI 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
Causal Video Summarizer for Video Exploration
- - Jia-Hong Huang
  - Chao-Han Huck Yang
  - et al.
- 2022
- ICME 2022
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework
- - Ching-Yun Ko
  - Jeet Mohapatra
  - et al.
- 2022
- ICML 2022
Linearity Grafting: How Neuron Pruning Helps Certifiable Robustness
- - Tianlong Chen
  - Huan Zhang
  - et al.
- 2022
- ICML 2022
Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling
- - Hongkang Li
  - Meng Wang
  - et al.
- 2022
- ICML 2022
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning
- - Momin Abbas
  - Quan Xiao
  - et al.
- 2022
- ICML 2022