59 citations · 153 across the 10 of their papers we have counts for
10 papers
Joint Projection Learning and Tensor Decomposition Based Incomplete Multi-view Clustering
Wei Lv, Chao Zhang, Huaxiong Li +2
Incomplete multi-view clustering (IMVC) has received increasing attention since it is often that some views of samples are incomplete in reality. Most existing methods learn simila…
Complex Mixer for MedMNIST Classification Decathlon
Zhuoran Zheng, Xiuyi Jia
With the development of the medical image field, researchers seek to develop a class of datasets to block the need for medical knowledge, such as \text{MedMNIST} (v2). MedMNIST (v2…
4K-HAZE: A Dehazing Benchmark with 4K Resolution Hazy and Haze-Free Images
Zhuoran Zheng, Xiuyi Jia
Currently, mobile and IoT devices are in dire need of a series of methods to enhance 4K images with limited resource expenditure. The absence of large-scale 4K benchmark datasets h…
TabMixer: Excavating Label Distribution Learning with Small-scale Features
Weiyi Cong, Zhuoran Zheng, Xiuyi Jia
Label distribution learning (LDL) differs from multi-label learning which aims at representing the polysemy of instances by transforming single-label values into descriptive degree…
Label distribution learning via label correlation grid
Qimeng Guo, Zhuoran Zheng, Xiuyi Jia +1
Label distribution learning can characterize the polysemy of an instance through label distributions. However, some noise and uncertainty may be introduced into the label space whe…
Label Distribution Learning via Implicit Distribution Representation
Zhuoran Zheng, Xiuyi Jia
In contrast to multi-label learning, label distribution learning characterizes the polysemy of examples by a label distribution to represent richer semantics. In the learning proce…
Adaptive Marginalized Semantic Hashing for Unpaired Cross-Modal Retrieval
Kaiyi Luo, Chao Zhang, Huaxiong Li +2
In recent years, Cross-Modal Hashing (CMH) has aroused much attention due to its fast query speed and efficient storage. Previous literatures have achieved promising results for Cr…
Ultra-High-Definition Image Deblurring via Multi-scale Cubic-Mixer
Xingchi Chen, Xiuyi Jia, Zhuoran Zheng
Currently, transformer-based algorithms are making a splash in the domain of image deblurring. Their achievement depends on the self-attention mechanism with CNN stem to model long…
Zero-Reference Image Restoration for Under-Display Camera of UAV
Zhuoran Zheng, Xiuyi Jia, Yunliang Zhuang
The exposed cameras of UAV can shake, shift, or even malfunction under the influence of harsh weather, while the add-on devices (Dupont lines) are very vulnerable to damage. We can…
Constrained Bilinear Factorization Multi-view Subspace Clustering
Qinghai Zheng, Jihua Zhu, Zhiqiang Tian +3
Multi-view clustering is an important and fundamental problem. Many multi-view subspace clustering methods have been proposed, and most of them assume that all views share a same c…