"label-efficient learning" Papers

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Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy

Shaoyan Pan, Yikang Liu, Lin Zhao et al.

AAAI 2025paperarXiv:2412.16050
1
citations

Learning 3D Perception from Others' Predictions

Jinsu Yoo, Zhenyang Feng, Tai-Yu Pan et al.

ICLR 2025arXiv:2410.02646
2
citations

LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning

Zhuorui Ye, Stephanie Milani, Geoff Gordon et al.

ICLR 2025arXiv:2407.15786
5
citations

PacGDC: Label-Efficient Generalizable Depth Completion with Projection Ambiguity and Consistency

Haotian Wang, Aoran Xiao, Xiaoqin Zhang et al.

ICCV 2025arXiv:2507.07374

Seg2Box: 3D Object Detection by Point-Wise Semantics Supervision

Maoji Zheng, Ziyu Xu, Qiming Xia et al.

AAAI 2025paperarXiv:2503.16811
3
citations

LEOD: Label-Efficient Object Detection for Event Cameras

Ziyi Wu, Mathias Gehrig, Qing Lyu et al.

CVPR 2024arXiv:2311.17286
30
citations