9.2k citations
- Chinese Academy of SciencesCN196 papers
- Centre National de la Recherche ScientifiqueFR93 papers
- Tsinghua UniversityCN84 papers
- Ministry of Industry and Information TechnologyCN82 papers
- University of Chinese Academy of SciencesCN82 papers
- Peking UniversityCN72 papers
- Southern University of Science and TechnologyCN70 papers
- Peng Cheng LaboratoryCN67 papers
- Chinese University of Hong KongHK66 papers
- Sun Yat-sen UniversityCN59 papers
- Hong Kong Polytechnic UniversityHK57 papers
- University of Science and Technology of ChinaCN57 papers
144 papers · 1 filter
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization
Zijie Fang, Yifeng Wang, Peizhang Xie +2
Tissue semantic segmentation is one of the key tasks in computational pathology. To avoid the expensive and laborious acquisition of pixel-level annotations, a wide range of studie…
An Enhanced Classification Method Based on Adaptive Multi-Scale Fusion for Long-tailed Multispectral Point Clouds
TianZhu Liu, BangYan Hu, YanFeng Gu +2
Multispectral point cloud (MPC) captures 3D spatial-spectral information from the observed scene, which can be used for scene understanding and has a wide range of applications. Ho…
Class Balance Matters to Active Class-Incremental Learning
Zitong Huang, Ze Chen, Yuanze Li +6
Few-Shot Class-Incremental Learning has shown remarkable efficacy in efficient learning new concepts with limited annotations. Nevertheless, the heuristic few-shot annotations may…
Anderson transition at complex energies in one-dimensional parity-time-symmetric disordered systems
Wei Wang, Xulong Wang, Guancong Ma
The presence of disorder can severely impede wave transport, resulting in the famous Anderson localization. Previous theoretical studies found that Anderson transition can exist in…
Adversarial Transferability in Deep Denoising Models: Theoretical Insights and Robustness Enhancement via Out-of-Distribution Typical Set Sampling
Jie Ning, Jiebao Sun, Shengzhu Shi +4
Deep learning-based image denoising models demonstrate remarkable performance, but their lack of robustness analysis remains a significant concern. A major issue is that these mode…
Toward Visual Grounding: A Survey
Linhui Xiao, Xiaoshan Yang, Xiangyuan Lan +2
Visual Grounding, also known as Referring Expression Comprehension and Phrase Grounding, aims to ground the specific region(s) within the image(s) based on the given expression tex…