个人简介
Prof. Ni Zhang is currently an Assistant professor in Computer Science and Technology at Xi’an Jiaotong University since 2025. He received his Ph.D. in School of Automation from Northwestern Polytechnical University between 2017 and 2024.
研究领域
Artificial Intelligence
Computer Vision
Salient Object Detection
Multimodal Learning
近期论文
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1. Ni Zhang, et al. "CADC++: Advanced Consensus-Aware Dynamic Convolution for Co-Salient Object Detection", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2024, 46(5): 2741-2757.
2. Ni Zhang, et al. "Learning Implicit Class Knowledge for RGB-D Co-Salient Object Detection with Transformers", IEEE Transactions on Image Processing (T-IP). 2022, 31:4556-4570.
3. Ni Zhang, et al. "Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection", in Proceedings of the IEEE International Conference on Computer Vision (ICCV). 2021: 4167-4176.
4. Ni Zhang, et al. "Face De-occlusion with Deep Cascade Guidance Learning", IEEE Transactions on Multimedia (T-MM). 2023, 25: 3217-3229.
5. Ni Zhang, et al. "Determination of Total Iron-reactive Phenolics, Anthocyanins and Tannins in Wine Grapes of Skins and Seeds Based on Near-infrared Hyperspectral Imaging", Food Chemistry. 2017, 237: 811-817, 2017.
6. Nian Liu, Ni Zhang(共同一作), et al. "Visual Saliency Transformer", in Proceedings of the IEEE International Conference on Computer Vision (ICCV). 2021: 4722-4732.
7. Nian Liu, Ni Zhang, et al. "Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2022, 44(12): 9026-9042.
8. Nian Liu, Ni Zhang, et al. "Learning Selective Self-Mutual Attention for RGB-D Saliency Detection", in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2020: 13756-13765.
9. Long Li, Junwei Han, Ni Zhang, Nian Liu, et al. "Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection", in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2023: 7247-7256.
10. Nian Liu, Ziyang Luo, Ni Zhang, Junwei Han. "VST++: Efficient and Stronger Visual Saliency Transformer", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2024, 46(11): 7300-7316.
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