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cs.CV2026
PointLAM: Local Attentive Mamba for Efficient Point-based 3D Object Detection
Xuanming Shang, Weijia Zhang, Chao Ma
3D object detection from LiDAR point clouds faces a fundamental dilemma: voxel-based methods achieve efficiency at the cost of geometric quantization, while point-based methods pre…
cs.CV2026
ACE-LoRA: Adaptive Orthogonal Decoupling for Continual Image Editing
Yuehao Liu, Weijia Zhang, Xuanming Shang +4
State-of-the-art diffusion models often rely on parameter-efficient fine-tuning to perform specialized image editing tasks. However, real-world applications require continual adapt…