3 papers
cs.CV2026
Lightweight Polyp Segmentation via a Gain-Aware Prediction-Space Recursive Controller
Jiachi Zhang, Zhuoyu Wu, Quanjun Wang +2
While lightweight polyp segmentation is highly desirable for low-cost deployment, reported performance gains often stem from upgraded backbone encoders, complex decoders, or heavy…
eess.IV2025
RT-Focuser: A Real-Time Lightweight Model for Edge-side Image Deblurring
Zhuoyu Wu, Wenhui Ou, Qiawei Zheng +6
Motion blur caused by camera or object movement severely degrades image quality and poses challenges for real-time applications such as autonomous driving, UAV perception, and medi…
cs.AR2025
PIMfused: Near-Bank DRAM-PIM with Fused-layer Dataflow for CNN Data Transfer Optimization
Simei Yang, Xinyu Shi, Lu Zhao +3
Near-bank Processing-in-Memory (PIM) architectures integrate processing cores (PIMcores) close to DRAM banks to mitigate the high cost of off-chip memory accesses. When acceleratin…