| Online Deep Clustering for Unsupervised Representation Learning X Zhan*, J Xie*, Z Liu, YS Ong, CC Loy IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 | 248 | 2020 |
| Unsupervised Object-Level Representation Learning from Scene Images J Xie, X Zhan, Z Liu, YS Ong, CC Loy Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS), 2021 | 81 | 2021 |
| Masked Frequency Modeling for Self-Supervised Visual Pre-Training J Xie, W Li, X Zhan, Z Liu, YS Ong, CC Loy International Conference on Learning Representations (ICLR), 2023 | 78 | 2023 |
| Delving into Inter-Image Invariance for Unsupervised Visual Representations J Xie, X Zhan, Z Liu, YS Ong, CC Loy International Journal of Computer Vision (IJCV), 2022 | 64 | 2022 |
| OpenMMLab's Pre-Training Toolbox and Benchmark M Contributors https://github.com/open-mmlab/mmpretrain, 2023 | 60 | 2023 |
| MMSelfSup: OpenMMLab Self-Supervised Learning Toolbox and Benchmark M Contributors https://github.com/open-mmlab/mmselfsup, 2021 | 44* | 2021 |
| UniVIP: A Unified Framework for Self-Supervised Visual Pre-training Z Li, Y Zhu, F Yang, W Li, C Zhao, Y Chen, Z Chen, J Xie, L Wu, R Zhao, ... IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 | 37 | 2022 |
| MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation J Xie, W Li, X Li, Z Liu, YS Ong, CC Loy International Journal of Computer Vision (IJCV), 2024 | 32 | 2024 |
| Correlational Image Modeling for Self-Supervised Visual Pre-Training W Li, J Xie, CC Loy IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 | 10 | 2023 |
| Learning Visual Representations without Human Supervision J Xie Nanyang Technological University, 2023 | | 2023 |
| Collaborative Online Deep Clustering for Unsupervised Representation Learning X Zhan, J Xie, Z Liu, YS Ong, CC Loy Facebook AI Self-Supervision Challenge, ICCV Extreme Vision Workshop, 2019 | | 2019 |
| Unsupervised Object-Level Representation Learning from Scene Images Supplementary Material J Xie, X Zhan, Z Liu, YS Ong, CC Loy | | |
Chen Change LoyPresident's Chair Professor, MMLab@NTU, S-Lab, Nanyang Technological UniversityGeverifieerd e-mailadres voor ntu.edu.sg