2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.CV2026
Beyond Quadratic: Linear-Time Change Detection with RWKV
Zhenyu Yang, Gensheng Pei, Tao Chen +4
Existing paradigms for remote sensing change detection are caught in a trade-off: CNNs excel at efficiency but lack global context, while Transformers capture long-range dependenci…
eess.IV2022★ 2 cited
Cardiac Adipose Tissue Segmentation via Image-Level Annotations
Ziyi Huang, Yu Gan, Theresa Lye +5
Automatically identifying the structural substrates underlying cardiac abnormalities can potentially provide real-time guidance for interventional procedures. With the knowledge of…
cs.LG2021★ 1 cited
Co-Seg: An Image Segmentation Framework Against Label Corruption
Ziyi Huang, Haofeng Zhang, Andrew Laine +3
Supervised deep learning performance is heavily tied to the availability of high-quality labels for training. Neural networks can gradually overfit corrupted labels if directly tra…