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cs.CV2026
SAM: A Single-Stream SAM with Reliability-Calibrated Frequency Adapter for Multi-modal Salient Object Detection
Ruichao Hou, Boyue Xu, Tongwei Ren +3
Vision foundation models have recently advanced multi-modal salient object detection (MSOD) through parameter-efficient tuning and prompt learning. However, existing Segment Anythi…
cs.CV2026
VL-UniTrack: A Unified Framework with Visual-Language Prompts for UAV-Ground Visual Tracking
Boyue Xu, Ruichao Hou, Tongwei Ren +1
UAV-ground visual tracking (UGVT) aims to simultaneously track the same object from both the UAV and the ground view. However, existing two-stream methods suffer from isolated feat…