CNN-Cert: An efficient framework for certifying robustness of convolutional neural networks
- Akhilan Boopathy
- Tsui Wei Weng
- et al.
- 2019
- AAAI 2019
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
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72 results for Sijia Liu
AutoZOOM: Autoencoder-based zeroth order optimization method for attacking black-box neural networks
- Chun-Chen Tu
- Paishun Ting
- et al.
- 2019
- AAAI 2019
Zeroth-order stochastic variance reduction for nonconvex optimization
- Sijia Liu
- Bhavya Kailkhura
- et al.
- 2018
- NeurIPS 2018
Certified Interpretability Robustness for Class Activation Mapping
- Alex Gu
- Tsui-Wei Weng
- et al.
- 2020
- NeurIPS 2020
General and Scalable Optimization for Robust AI
- Sijia Liu
- 2023
- AAAI 2023
Adversarial Data Augmentation Improves Unsupervised Machine Learning
- Chia-Yi Hsu
- Pin-Yu Chen
- et al.
- 2021
- ICLR 2021
StructADMM: Achieving Ultrahigh Efficiency in Structured Pruning for DNNs
- Tianyun Zhang
- Shaokai Ye
- et al.
- 2022
- IEEE TNNLS
Improved Linear Convergence of Training CNNs with Generalizability Guarantees: A One-Hidden-Layer Case
- Shuai Zhang
- Meng Wang
- et al.
- 2021
- IEEE TNNLS
Understanding and Improving Visual Prompting: A Label-Mapping Perspective
- Aochuan Chen
- Yuguang Yao
- et al.
- 2023
- CVPR 2023
ClawSAT: Towards Both Robust and Accurate Code Models
- Jinghan Jia
- Shashank Srikant
- et al.
- 2023
- SANER 2023