24 citations · 27 across the 8 of their papers we have counts for
4 papers · 1 filter
Harnessing Vision Foundation Models for High-Performance, Training-Free Open Vocabulary Segmentation
Yuheng Shi, Minjing Dong, Chang Xu
While Contrastive Language-Image Pre-training (CLIP) has advanced open-vocabulary predictions, its performance on semantic segmentation remains suboptimal. This shortfall primarily…
VSSD: Vision Mamba with Non-Causal State Space Duality
Yuheng Shi, Minjing Dong, Mingjia Li +1
Vision transformers have significantly advanced the field of computer vision, offering robust modeling capabilities and global receptive field. However, their high computational de…
Practical Video Object Detection via Feature Selection and Aggregation
Yuheng Shi, Tong Zhang, Xiaojie Guo
Compared with still image object detection, video object detection (VOD) needs to particularly concern the high across-frame variation in object appearance, and the diverse deterio…
Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
Yuheng Shi, Minjing Dong, Chang Xu
Despite the significant achievements of Vision Transformers (ViTs) in various vision tasks, they are constrained by the quadratic complexity. Recently, State Space Models (SSMs) ha…