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Nian Liu
Publications
- 2024
- [j87]Jieru Yao, Longfei Han, Kaihui Yang, Guangyu Guo, Nian Liu, Xiankai Huang, Zhaohui Zheng, Dingwen Zhang, Junwei Han:
Contextual Dependency Vision Transformer for spectrogram-based multivariate time series analysis. Neurocomputing 572: 127215 (2024) - [j85]Long Li, Junwei Han, Nian Liu, Salman H. Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan:
Robust Perception and Precise Segmentation for Scribble-Supervised RGB-D Saliency Detection. IEEE Trans. Pattern Anal. Mach. Intell. 46(1): 479-496 (2024) - [j84]Ni Zhang, Nian Liu, Fang Nan, Junwei Han:
CADC++: Advanced Consensus-Aware Dynamic Convolution for Co-Salient Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 2741-2757 (2024) - [j77]Nian Liu, Kepan Nan, Wangbo Zhao, Xiwen Yao, Junwei Han:
Learning Complementary Spatial-Temporal Transformer for Video Salient Object Detection. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10663-10673 (2024) - [c63]Yuanwei Liu, Junwei Han, Xiwen Yao, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Nian Liu, Fahad Shahbaz Khan:
Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation. ICML 2024 - [i39]Dingwen Zhang, Hao Li, Diqi He, Nian Liu, Lechao Cheng, Jingdong Wang, Junwei Han:
Unsupervised Pre-training with Language-Vision Prompts for Low-Data Instance Segmentation. CoRR abs/2405.13388 (2024) - 2023
- [j70]Ni Zhang, Nian Liu, Junwei Han, Kaiyuan Wan, Ling Shao:
Face De-Occlusion With Deep Cascade Guidance Learning. IEEE Trans. Multim. 25: 3217-3229 (2023) - [c59]Long Li, Junwei Han, Ni Zhang, Nian Liu, Salman H. Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan:
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection. CVPR 2023: 7247-7256 - [c58]Hao Li, Dingwen Zhang, Nian Liu, Lechao Cheng, Yalun Dai, Chao Zhang, Xinggang Wang, Junwei Han:
Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt. CVPR 2023: 15485-15494 - [c57]Nian Liu, Kepan Nan, Wangbo Zhao, Yuanwei Liu, Xiwen Yao, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Junwei Han, Fahad Shahbaz Khan:
Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation. ICCV 2023: 18816-18825 - [i34]Hao Li, Dingwen Zhang, Nian Liu, Lechao Cheng, Yalun Dai, Chao Zhang, Xinggang Wang, Junwei Han:
Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt. CoRR abs/2302.01171 (2023) - [i31]Long Li, Junwei Han, Ni Zhang, Nian Liu, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan:
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection. CoRR abs/2305.00514 (2023) - [i27]Nian Liu, Kepan Nan, Wangbo Zhao, Yuanwei Liu, Xiwen Yao, Salman H. Khan, Hisham Cholakkal, Rao Muhammad Anwer, Junwei Han, Fahad Shahbaz Khan:
Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation. CoRR abs/2309.11160 (2023) - [i25]Nian Liu, Ziyang Luo, Ni Zhang, Junwei Han:
VST++: Efficient and Stronger Visual Saliency Transformer. CoRR abs/2310.11725 (2023) - [i24]Hao Li, Dingwen Zhang, Yalun Dai, Nian Liu, Lechao Cheng, Jingfeng Li, Jingdong Wang, Junwei Han:
GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding. CoRR abs/2311.11863 (2023) - [i23]Ziyang Luo, Nian Liu, Wangbo Zhao, Xuguang Yang, Dingwen Zhang, Deng-Ping Fan, Fahad Khan, Junwei Han:
VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning. CoRR abs/2311.15011 (2023) - 2022
- [j66]Peiliang Huang, Junwei Han, Nian Liu, Jun Ren, Dingwen Zhang:
Scribble-Supervised Video Object Segmentation. IEEE CAA J. Autom. Sinica 9(2): 339-353 (2022) - [j64]Nian Liu, Long Li, Wangbo Zhao, Junwei Han, Ling Shao:
Instance-Level Relative Saliency Ranking With Graph Reasoning. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8321-8337 (2022) - [j63]Nian Liu, Ni Zhang, Ling Shao, Junwei Han:
Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9026-9042 (2022) - [j60]Ni Zhang, Junwei Han, Nian Liu:
Learning Implicit Class Knowledge for RGB-D Co-Salient Object Detection With Transformers. IEEE Trans. Image Process. 31: 4556-4570 (2022) - [c52]Yuanwei Liu, Nian Liu, Qinglong Cao, Xiwen Yao, Junwei Han, Ling Shao:
Learning Non-target Knowledge for Few-shot Semantic Segmentation. CVPR 2022: 11563-11572 - [c50]Yuanwei Liu, Nian Liu, Xiwen Yao, Junwei Han:
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation. NeurIPS 2022 - [i20]Yuanwei Liu, Nian Liu, Qinglong Cao, Xiwen Yao, Junwei Han, Ling Shao:
Learning Non-target Knowledge for Few-shot Semantic Segmentation. CoRR abs/2205.04903 (2022) - [i19]Le Yang, Junwei Han, Tao Zhao, Nian Liu, Dingwen Zhang:
Structured Attention Composition for Temporal Action Localization. CoRR abs/2205.09956 (2022) - [i17]Yuanwei Liu, Nian Liu, Xiwen Yao, Junwei Han:
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation. CoRR abs/2210.06780 (2022) - 2021
- [j46]Nian Liu, Wangbo Zhao, Ling Shao, Junwei Han:
SCG: Saliency and Contour Guided Salient Instance Segmentation. IEEE Trans. Image Process. 30: 5862-5874 (2021) - [c46]Wangbo Zhao, Jing Zhang, Long Li, Nick Barnes, Nian Liu, Junwei Han:
Weakly Supervised Video Salient Object Detection. CVPR 2021: 16826-16835 - [c43]Ni Zhang, Junwei Han, Nian Liu, Ling Shao:
Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection. ICCV 2021: 4147-4156 - [c42]Nian Liu, Wangbo Zhao, Dingwen Zhang, Junwei Han, Ling Shao:
Light Field Saliency Detection with Dual Local Graph Learning and Reciprocative Guidance. ICCV 2021: 4692-4701 - [c41]Nian Liu, Ni Zhang, Kaiyuan Wan, Ling Shao, Junwei Han:
Visual Saliency Transformer. ICCV 2021: 4702-4712 - [i14]Wangbo Zhao, Jing Zhang, Long Li, Nick Barnes, Nian Liu, Junwei Han:
Weakly Supervised Video Salient Object Detection. CoRR abs/2104.02391 (2021) - [i12]Nian Liu, Ni Zhang, Kaiyuan Wan, Junwei Han, Ling Shao:
Visual Saliency Transformer. CoRR abs/2104.12099 (2021) - [i9]Nian Liu, Long Li, Wangbo Zhao, Junwei Han, Ling Shao:
Instance-Level Relative Saliency Ranking with Graph Reasoning. CoRR abs/2107.03824 (2021) - [i7]Ni Zhang, Junwei Han, Nian Liu, Ling Shao:
Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection. CoRR abs/2110.00338 (2021) - [i6]Nian Liu, Wangbo Zhao, Dingwen Zhang, Junwei Han, Ling Shao:
Light Field Saliency Detection with Dual Local Graph Learning andReciprocative Guidance. CoRR abs/2110.00698 (2021) - 2020
- [j36]Nian Liu, Junwei Han, Ming-Hsuan Yang:
PiCANet: Pixel-Wise Contextual Attention Learning for Accurate Saliency Detection. IEEE Trans. Image Process. 29: 6438-6451 (2020) - [c34]Nian Liu, Ni Zhang, Junwei Han:
Learning Selective Self-Mutual Attention for RGB-D Saliency Detection. CVPR 2020: 13753-13762 - [i5]Nian Liu, Ni Zhang, Ling Shao, Junwei Han:
Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection. CoRR abs/2010.05537 (2020) - 2018
- [j29]Junwei Han, Dingwen Zhang, Gong Cheng, Nian Liu, Dong Xu:
Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey. IEEE Signal Process. Mag. 35(1): 84-100 (2018) - [j28]Junwei Han, Hao Chen, Nian Liu, Chenggang Yan, Xuelong Li:
CNNs-Based RGB-D Saliency Detection via Cross-View Transfer and Multiview Fusion. IEEE Trans. Cybern. 48(11): 3171-3183 (2018) - [j24]Nian Liu, Junwei Han:
A Deep Spatial Contextual Long-Term Recurrent Convolutional Network for Saliency Detection. IEEE Trans. Image Process. 27(7): 3264-3274 (2018) - [j23]Le Yang, Junwei Han, Dingwen Zhang, Nian Liu, Dong Zhang:
Segmentation in Weakly Labeled Videos via a Semantic Ranking and Optical Warping Network. IEEE Trans. Image Process. 27(8): 4025-4037 (2018) - [j22]Senmao Ye, Junwei Han, Nian Liu:
Attentive Linear Transformation for Image Captioning. IEEE Trans. Image Process. 27(11): 5514-5524 (2018) - [j21]Nian Liu, Junwei Han, Tianming Liu, Xuelong Li:
Learning to Predict Eye Fixations via Multiresolution Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29(2): 392-404 (2018) - [c27]Nian Liu, Junwei Han, Ming-Hsuan Yang:
PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection. CVPR 2018: 3089-3098 - [i3]Nian Liu, Junwei Han, Ming-Hsuan Yang:
PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency Detection. CoRR abs/1812.06314 (2018) - 2017
- [i2]Nian Liu, Junwei Han:
PiCANet: Learning Pixel-wise Contextual Attention in ConvNets and Its Application in Saliency Detection. CoRR abs/1708.06433 (2017) - 2016
- [c21]Nian Liu, Junwei Han:
DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection. CVPR 2016: 678-686 - [c20]Heng Huang, Xintao Hu, Junwei Han, Jinglei Lv, Nian Liu, Lei Guo, Tianming Liu:
Latent source mining in FMRI data via deep neural network. ISBI 2016: 638-641 - [i1]Nian Liu, Junwei Han:
A Deep Spatial Contextual Long-term Recurrent Convolutional Network for Saliency Detection. CoRR abs/1610.01708 (2016) - 2015
- [c19]Nian Liu, Junwei Han, Dingwen Zhang, Shifeng Wen, Tianming Liu:
Predicting eye fixations using convolutional neural networks. CVPR 2015: 362-370
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