Showing 2022 · cs.CVShow all
2 papers · 2 filters
cs.CV2022
Agreement or Disagreement in Noise-tolerant Mutual Learning?
Jiarun Liu, Daguang Jiang, Yukun Yang +1
Deep learning has made many remarkable achievements in many fields but suffers from noisy labels in datasets. The state-of-the-art learning with noisy label method Co-teaching and…
cs.CV2022
Swin Transformer coupling CNNs Makes Strong Contextual Encoders for VHR Image Road Extraction
Tao Chen, Yiran Liu, Haoyu Jiang +1
Accurately segmenting roads is challenging due to substantial intra-class variations, indistinct inter-class distinctions, and occlusions caused by shadows, trees, and buildings. T…