| Improving depth gradient continuity in transformers: A comparative study on monocular depth estimation with cnn J Yao, T Wu, X Zhang BMVC 2024, 2023 | 99 | 2023 |
| Building Lane-Level Maps from Aerial Images J Yao, X Pan, T Wu, X Zhang ICASSP 2024, 2024 | 54 | 2024 |
| SpA-Former: An Effective and lightweight Transformer for image shadow removal XF Zhang, Y Zhao, CC Gu, C Lu, SY Zhu IJCNN2023 oral，code:https://github.com/zhangbaijin/SpA-Former-shadow-removal, 2023 | 52* | 2023 |
| Sienet: Siamese expansion network for image extrapolation X Zhang, F Chen, C Wang, M Tao, GP Jiang IEEE Signal Processing Letters, code:https://github.com/nanjingxiaobawang …, 2020 | 47 | 2020 |
| Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement J Bai, Y Yin, Q He, Y Li, X Zhang ICONIP 2024. Code:https://github.com/YhuoyuH/RetinexMamba, 2024 | 27 | 2024 |
| UIR-Net: A Simple and Effective Baseline for Underwater Image Restoration and Enhancement X Mei, X Ye, X Zhang, Y Liu, J Wang, J Hou, X Wang Remote Sensing, 2022, Code:https://github.com/meixinkui/UIR-Net, 2022 | 25 | 2022 |
| From redundancy to relevance: Information flow in lvlms across reasoning tasks X Zhang, C Shen, X Yuan, S Yan, L Xie, W Wang, C Gu, H Tang, J Ye NAACL 2025 main, Code:https://github.com/zhangbaijin/From-Redundancy-to …, 2024 | 21* | 2024 |
| A review of image inpainting methods based on deep learning Z Xu, X Zhang, W Chen, M Yao, J Liu, T Xu, Z Wang Applied Sciences 13 (20), 11189, 2023 | 20 | 2023 |
| A Semantics-Geometry Framework for Road Extraction from Remote Sensing Images L Qiu, D Yu, C Zhang, X Zhang IEEE Geoscience and Remote Sensing Letters, code:https://github.com/qiuluyi …, 2023 | 20 | 2023 |
| AFFNet: attention mechanism network based on fusion feature for image cloud removal R Shen, X Zhang, Y Xiang IJPRAI 36 (08), 2254014, 2022 | 19 | 2022 |
| MuralDiff:Diffusion for Ancient Murals restoration on Large-scale Pre-training Z Xu, X Zhang, W Chen, J Liu, T Xu, Z Wang IEEE Transactions on Emerging Topics in Computational Intelligence, 2024 | 15 | 2024 |
| A Local–Global Framework for Semantic Segmentation of Multisource Remote Sensing Images L Qiu, D Yu, C Zhang, X Zhang Remote Sensing,Code:https://github.com/qiuluyi/Remote-sensing, 2022 | 13 | 2022 |
| Shadclips: When Parameter-Efficient Fine-Tuning with Multimodal Meets Shadow Removal X Zhang, C Gu, Z Xu, H Tang, S Zhu International Journal of Pattern Recognition and Artificial Intelligence, 2023 | 11* | 2023 |
| Image extrapolation based on multi-column convolutional attention network X Zhang, S Wu, H Ding, Z Li 2020 IEEE 4th Information Technology, Networking, Electronic and Automation …, 2020 | 11 | 2020 |
| RGAN: Rethinking generative adversarial networks for cloud removal X Ran, L Ge, X Zhang International Journal of Intelligent Systems 36 (11), 6731-6747, 2021 | 10 | 2021 |
| Seeing clearly by layer two: Enhancing attention heads to alleviate hallucination in lvlms X Zhang, Y Quan, C Gu, C Shen, X Yuan, S Yan, H Cheng, K Wu, J Ye arXiv preprint arXiv:2411.09968, 2024 | 8 | 2024 |
| DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer J Wei*, X Zhang* ACM MM 2024, 2024 | 8 | 2024 |
| High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer M Li, H Sun, Y Lei, X Zhang, Y Dong, Y Zhou, Z Li, X Chen WACV 2025, 2024 | 6 | 2024 |
| Instance-adaptive Zero-shot Chain-of-Thought Prompting X Yuan, C Shen, S Yan, X Zhang, L Xie, W Wang, R Guan, Y Wang, J Ye NeurIPS 24, 2024 | 5 | 2024 |
| Causal-story: Local causal attention utilizing parameter-efficient tuning for visual story synthesis T Song, J Cao, K Wang, B Liu, X Zhang ICASSP 2024, 2024 | 5 | 2024 |
Chaochen Gu上海交通大学自动化系研究员E-mail megerősítve itt: sjtu.edu.cn