FSG-Net: a Deep Learning model for Semantic Robot Grasping through Few-Shot Learning

Author:

Barcellona Leonardo1,Bacchin Alberto1,Gottardi Alberto1,Menegatti Emanuele1,Ghidoni Stefano1

Affiliation:

1. University of Padova,Intelligent Autonomous System Lab,Department of Information Engineering,Padua,Italy,35131

Funder

MIUR

Publisher

IEEE

Reference36 articles.

1. Fully convolutional networks for semantic segmentation;long;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,2015

2. Hypercorrelation squeeze for few-shot segmentation;min;Proceedings of the IEEE/CVF International Conference on Computer Vision,2021

3. Adaptive Prototype Learning and Allocation for Few-Shot Segmentation

4. Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need?

5. U-net: Convolutional networks for biomedical image segmentation;ronneberger;International Confer-ence on Medical image computing and computer-assisted intervention,2015

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1. Multimodal Attention-Based Instruction-Following Part-Level Affordance Grounding;Applied Sciences;2024-05-29

2. Uncertainty-driven Exploration Strategies for Online Grasp Learning;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

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