Benchmarking Label Noise in Instance Segmentation: Spatial Noise Matters
Published in Preprint, 2024
We propose a benchmark for spatial label nosise for instanse segmentation, both with man main and machine made noise
Download here
Publications
You can also find my articles on my Google Scholar profile.
Semi-Supervised Semantic Segmentation via Marginal Contextual Information
Published in Transactions on Machine Learning Research (06/2024), 2024
We refine pseudo-labeling process for semantic segmentation task using contextual information
Download here
Robot Instance Segmentation with Few Annotations for Grasping
Published in Preprint, 2024
We improve perception for robotic grasping with temporal and identification consistency
Download here
AMED: Automatic Mixed-Precision Quantization for Edge Devices
Published in Mathematics 12 (12), 2023
This work look at quantization of neural network as a markov decision process
Download here
Bimodal Distributed Binarized Neural Networks
Published in Mathematics 10 (21), 2022
In this work, we propose bimodal-distributed binarization method, for better create binary neural networks
Download here