| SegFormer: Simple and efficient design for semantic segmentation with transformers E Xie, W Wang, Z Yu, A Anandkumar, JM Alvarez, P Luo Advances in Neural Information Processing Systems (NeurIPS) 34, 12077-12090, 2021 | 5827 | 2021 |
| Pyramid vision transformer: A versatile backbone for dense prediction without convolutions W Wang, E Xie, X Li, DP Fan, K Song, D Liang, T Lu, P Luo, L Shao IEEE/CVF International Conference on Computer Vision (ICCV), 568-578, 2021 | 4891 | 2021 |
| Selective Kernel Networks X Li, W Wang, X Hu, J Yang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019 | 3154 | 2019 |
| PVT v2: Improved Baselines with Pyramid Vision Transformer W Wang, E Xie, X Li, DP Fan, K Song, D Liang, T Lu, P Luo, L Shao Computational Visual Media Journal (CVMJ), 2022 | 1798 | 2022 |
| Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection X Li, W Wang, L Wu, S Chen, X Hu, J Li, J Tang, J Yang Advances in Neural Information Processing Systems (NeurIPS), 2020 | 1473 | 2020 |
| BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers Z Li, W Wang, H Li, E Xie, C Sima, T Lu, Q Yu, J Dai European Conference on Computer Vision (ECCV), 2022 | 1394* | 2022 |
| Internimage: Exploring large-scale vision foundation models with deformable convolutions W Wang, J Dai, Z Chen, Z Huang, Z Li, X Zhu, X Hu, T Lu, L Lu, H Li, ... IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 | 899 | 2023 |
| Shape Robust Text Detection with Progressive Scale Expansion Network W Wang, E Xie, X Li, W Hou, T Lu, G Yu, S Shao IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019 | 879 | 2019 |
| Internvl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks Z Chen, J Wu, W Wang, W Su, G Chen, S Xing, Z Muyan, Q Zhang, X Zhu, ... IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 | 789* | 2024 |
| Polarmask: Single shot instance segmentation with polar representation E Xie, P Sun, X Song, W Wang, X Liu, D Liang, C Shen, P Luo IEEE/CVF conference on computer vision and pattern recognition (CVPR), 12193 …, 2020 | 747 | 2020 |
| Planning-oriented autonomous driving Y Hu, J Yang, L Chen, K Li, C Sima, X Zhu, S Chai, S Du, T Lin, W Wang, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023 | 743* | 2023 |
| Vision transformer adapter for dense predictions Z Chen, Y Duan, W Wang, J He, T Lu, J Dai, Y Qiao International Conference on Learning Representation (ICLR), 2023 | 654 | 2023 |
| Videochat: Chat-centric video understanding KC Li, Y He, Y Wang, Y Li, W Wang, P Luo, Y Wang, L Wang, Y Qiao arXiv preprint arXiv:2305.06355, 2023 | 647 | 2023 |
| Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network W Wang, E Xie, X Song, Y Zang, W Wang, T Lu, G Yu, C Shen IEEE/CVF International Conference on Computer Vision (ICCV), 2019 | 644 | 2019 |
| Visionllm: Large language model is also an open-ended decoder for vision-centric tasks W Wang, Z Chen, X Chen, J Wu, X Zhu, G Zeng, P Luo, T Lu, J Zhou, ... Advances in Neural Information Processing Systems (NeurIPS), 2023 | 472 | 2023 |
| Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers B Dong, W Wang, DP Fan, J Li, H Fu, L Shao CAAI Artificial Intelligence Research (CAAI AIR), 2023 | 471 | 2023 |
| How far are we to gpt-4v? closing the gap to commercial multimodal models with open-source suites Z Chen, W Wang, H Tian, S Ye, Z Gao, E Cui, W Tong, K Hu, J Luo, Z Ma, ... arXiv preprint arXiv:2404.16821, 2024 | 444 | 2024 |
| Detco: Unsupervised Contrastive Learning for Object Detection E Xie, J Ding, W Wang, X Zhan, H Xu, Z Li, P Luo IEEE/CVF International Conference on Computer Vision (ICCV), 2021 | 393 | 2021 |
| Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection X Li, W Wang, X Hu, J Li, J Tang, J Yang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021 | 315 | 2021 |
| Embodiedgpt: Vision-language pre-training via embodied chain of thought Y Mu, Q Zhang, M Hu, W Wang, M Ding, J Jin, B Wang, J Dai, Y Qiao, ... Advances in Neural Information Processing Systems (NeurIPS), 2023 | 230 | 2023 |
Enze XieNVIDIA Research, MMLab@HKUVerified email at connect.hku.hk
