4 papers
Regularized Wasserstein Distance for Discrete Generative Modeling and Clustering Analysis
Senmao Ye, Fei Liu, Dawei Zhang +3
In this paper, we formulate clustering analysis as discrete generative modeling. Specifically, when the generator is restricted to a finite candidate space, the generated samples n…
ProtoHGF-Net: Prototype HyperGraph Fusion with Intra-modal Calibration for RGBT Object Detection
Xiangqi Chen, Xiuling Zhang, Chengzhuan Yang +7
RGB-Thermal (RGBT) object detection enables robust perception in complex scenes by leveraging the complementary strengths of visible textures and thermal cues. However, existing me…
SAMOFT: Robust Multi-Object Tracking via Region and Flow
Yanchao Wang, Dawei Zhang, Chengzhuan Yang +5
Multi-object tracking (MOT) is a fundamental task in computer vision that requires continuously tracking multiple targets while maintaining consistent identities across frames. How…
WDformer: A Wavelet-based Differential Transformer Model for Time Series Forecasting
Xiaojian Wang, Chaoli Zhang, Zhonglong Zheng +1
Time series forecasting has various applications, such as meteorological rainfall prediction, traffic flow analysis, financial forecasting, and operational load monitoring for vari…