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cs.CV2025
SP-Mamba: Spatial-Perception State Space Model for Unsupervised Medical Anomaly Detection
Rui Pan, Ruiying Lu
Radiography imaging protocols target on specific anatomical regions, resulting in highly consistent images with recurrent structural patterns across patients. Recent advances in me…
cs.CV2025
MINT: Memory-Infused Prompt Tuning at Test-time for CLIP
Jiaming Yi, Ruirui Pan, Jishen Yang +1
Improving the generalization ability of Vision-Language Pre-trained Models (VLMs) under test-time data distribution shifts remains a critical challenge. The existing Test-Time Adap…
cs.CV2024
CollaMamba: Efficient Collaborative Perception with Cross-Agent Spatial-Temporal State Space Model
Yang Li, Quan Yuan, Guiyang Luo +5
By sharing complementary perceptual information, multi-agent collaborative perception fosters a deeper understanding of the environment. Recent studies on collaborative perception…