On the limitation of local intrinsic dimensionality for characterizing the subspaces of adversarial examples
- Pei Hsuan Lu
- Pin-Yu Chen
- et al.
- 2018
- ICLR 2018
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277 results for Pin-Yu Chen
EAD: Elastic-net attacks to deep neural networks via adversarial examples
- Pin-Yu Chen
- Yash Sharma
- et al.
- 2018
- AAAI 2018
When Neural Networks Fail to Generalize? A Model Sensitivity Perspective
- Jiajin Zhang
- Hanqing Chao
- et al.
- 2023
- AAAI 2023
SenSE: A Toolkit for Semantic Change Exploration via Word Embedding Alignment
- Maurício Gruppi
- Sibel Adali
- et al.
- 2021
- NeurIPS 2021
NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration
- Lei Hsiung
- Yung-chen Tang
- et al.
- 2023
- AAAI 2023
SenSE: A Toolkit for Semantic Change Exploration via Word Embedding Alignment
- Maurício Gruppi
- Sibel Adali
- et al.
- 2022
- AAAI 2022
Visual Prompting for Adversarial Robustness
- Aochuan Chen
- Peter Lorenz
- et al.
- 2022
- NeurIPS 2022
An Empirical Evaluation of Zeroth-Order Optimization Methods on AI-driven Molecule Optimization
- Elvin Lo
- Pin-Yu Chen
- 2022
- NeurIPS 2022
On the Adversarial Robustness of Vision Transformers
- Rulin Shao
- Zhouxing Shi
- et al.
- 2022
- NeurIPS 2022
SynBench: Task-Agnostic Benchmarking of Pretrained Representations using Synthetic Data
- Ching-yun Ko
- Pin-Yu Chen
- et al.
- 2022
- NeurIPS 2022