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cs.CV2026
MaST: Motion-aware Sparse Pipeline for Lightweight Object Tracking
Qingmao Wei, Fagui Liu, Dengke Zhang +2
Transformer-based object trackers are renowned for their strong performance, yet dense token processing often leads to prohibitive computational cost, limiting real-time deployment…
cs.CV2026
ModuSeg: Decoupling Object Discovery and Semantic Retrieval for Training-Free Weakly Supervised Segmentation
Qingze He, Fagui Liu, Dengke Zhang +2
Weakly supervised semantic segmentation aims to achieve pixel-level predictions using image-level labels. Existing methods typically entangle semantic recognition and object locali…