4 papers · 1 filter
Point Ladder Tuning: Parameter-Efficient Hierarchical Adaptation for 3D Point Cloud Understanding
Junlin Chang, Longhao Zou, Rui Li
Fine-tuning pre-trained point-cloud backbones typically updates all parameters, resulting in substantial computation and memory overhead. More importantly, modern point backbones r…
Bidirectional Regression for Monocular 6DoF Head Pose Estimation and Reference System Alignment
Sungho Chun, Boeun Kim, Hyung Jin Chang +1
Precise six-degree-of-freedom (6DoF) head pose estimation is crucial for safety-critical applications and human-computer interaction scenarios, yet existing monocular methods still…
3D Dental Model Segmentation with Geometrical Boundary Preserving
Shufan Xi, Zexian Liu, Junlin Chang +3
3D intraoral scan mesh is widely used in digital dentistry diagnosis, segmenting 3D intraoral scan mesh is a critical preliminary task. Numerous approaches have been devised for pr…
PersonaBooth: Personalized Text-to-Motion Generation
Boeun Kim, Hea In Jeong, JungHoon Sung +8
This paper introduces Motion Personalization, a new task that generates personalized motions aligned with text descriptions using several basic motions containing Persona. To suppo…