On robustness of neural ordinary differential equations H Yan, J Du, VYF Tan, J Feng arXiv preprint arXiv:1910.05513, 2019 | 123 | 2019 |
Recovering the unbiased scene graphs from the biased ones MJ Chiou, H Ding, H Yan, C Wang, R Zimmermann, J Feng Proceedings of the 29th ACM International Conference on Multimedia, 1581-1590, 2021 | 67 | 2021 |
Efficient sharpness-aware minimization for improved training of neural networks J Du, H Yan, J Feng, JT Zhou, L Zhen, RSM Goh, VYF Tan arXiv preprint arXiv:2110.03141, 2021 | 64 | 2021 |
Magicvideo: Efficient video generation with latent diffusion models D Zhou, W Wang, H Yan, W Lv, Y Zhu, J Feng arXiv preprint arXiv:2211.11018, 2022 | 36 | 2022 |
Cifs: Improving adversarial robustness of cnns via channel-wise importance-based feature selection H Yan, J Zhang, G Niu, J Feng, V Tan, M Sugiyama International Conference on Machine Learning, 11693-11703, 2021 | 26 | 2021 |
Magicmix: Semantic mixing with diffusion models JH Liew, H Yan, D Zhou, J Feng arXiv preprint arXiv:2210.16056, 2022 | 20 | 2022 |
Deep Learning-Guided Fiberoptic Raman Spectroscopy Enables Real-Time In Vivo Diagnosis and Assessment of Nasopharyngeal Carcinoma and Post-treatment … C Shu, H Yan, W Zheng, K Lin, A James, S Selvarajan, CM Lim, Z Huang Analytical chemistry 93 (31), 10898-10906, 2021 | 17 | 2021 |
Adversarial domain adaptation with prototype-based normalized output conditioner D Hu, J Liang, Q Hou, H Yan, Y Chen IEEE Transactions on Image Processing 30, 9359-9371, 2021 | 16 | 2021 |
Towards understanding why lookahead generalizes better than sgd and beyond P Zhou, H Yan, X Yuan, J Feng, S Yan Advances in Neural Information Processing Systems 34, 27290-27304, 2021 | 13 | 2021 |
Panda: Prototypical unsupervised domain adaptation D Hu, J Liang, Q Hou, H Yan, Y Chen, S Yan, J Feng arXiv preprint arXiv:2003.13274 1, 2020 | 13 | 2020 |
Unsupervised image noise modeling with self-consistent GAN H Yan, X Chen, VYF Tan, W Yang, J Wu, J Feng arXiv preprint arXiv:1906.05762, 2019 | 13 | 2019 |
Modeling Trajectories with Neural Ordinary Differential Equations. Y Liang, K Ouyang, H Yan, Y Wang, Z Tong, R Zimmermann IJCAI, 1498-1504, 2021 | 11 | 2021 |
Information-theoretic characterization of the generalization error for iterative semi-supervised learning H He, H Yan, VYF Tan The Journal of Machine Learning Research 23 (1), 13041-13092, 2022 | 6 | 2022 |
Towards adversarially robust deep image denoising H Yan, J Zhang, J Feng, M Sugiyama, VYF Tan arXiv preprint arXiv:2201.04397, 2022 | 5 | 2022 |
Information-theoretic generalization bounds for iterative semi-supervised learning H He, YAN Hanshu, V Tan | 5 | 2021 |
Rain: A simple approach for robust and accurate image classification networks J Du, H Yan, VYF Tan, JT Zhou, RSM Goh, J Feng arXiv preprint arXiv:2004.14798, 2020 | 2 | 2020 |
Enhancing in vivo nose cancer detection with rapid fiberoptic Raman and deep learning techniques (Conference Presentation) C Shu, H Yan, K Lin, CM Lim, W Zheng, J Feng, Z Huang Optical Biopsy XVIII: Toward Real-Time Spectroscopic Imaging and Diagnosis …, 2020 | 2 | 2020 |
Semantic domain adversarial networks for unsupervised domain adaptation D Hu, J Liang, Q Hou, H Yan, Y Chen, S Yan, J Feng arXiv e-prints, arXiv: 2003.13274, 2020 | 2 | 2020 |
MagicEdit: High-Fidelity and Temporally Coherent Video Editing JH Liew, H Yan, J Zhang, Z Xu, J Feng arXiv preprint arXiv:2308.14749, 2023 | 1 | 2023 |
Towards Adversarial Robustness of Deep Vision Algorithms H Yan PQDT-Global, 2022 | 1 | 2022 |