Publications
2022
- Certified Neural Network Watermarks with Randomized SmoothingIn International Conference on Machine Learning 2022
- Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary PerspectiveIn Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022
- End-to-end Algorithm Synthesis with Recurrent Networks: Logical Extrapolation Without OverthinkingarXiv preprint arXiv:2202.05826 2022
- Transfer Learning with Deep Tabular ModelsarXiv preprint arXiv:2206.15306 2022
2021
- Preventing unauthorized use of proprietary data: Poisoning for secure dataset releasearXiv preprint arXiv:2103.02683 2021
- MetaBalance: High-Performance Neural Networks for Class-Imbalanced DataarXiv preprint arXiv:2106.09643 2021
2020
2019
- Pag-net: Progressive attention guided depth super-resolution networkarXiv preprint arXiv:1911.09878 2019