8 citations · 46 across the 11 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.CV2021★ 6 cited
Miti-DETR: Object Detection based on Transformers with Mitigatory Self-Attention Convergence
Wenchi Ma, Tianxiao Zhang, Guanghui Wang
Object Detection with Transformers (DETR) and related works reach or even surpass the highly-optimized Faster-RCNN baseline with self-attention network architectures. Inspired by t…
cs.CV2021★ 1 cited
Semantic Clustering based Deduction Learning for Image Recognition and Classification
Wenchi Ma, Xuemin Tu, Bo Luo +1
The paper proposes a semantic clustering based deduction learning by mimicking the learning and thinking process of human brains. Human beings can make judgments based on experienc…
cs.CV2021★ 8 cited
Six-channel Image Representation for Cross-domain Object Detection
Tianxiao Zhang, Wenchi Ma, Guanghui Wang
Most deep learning models are data-driven and the excellent performance is highly dependent on the abundant and diverse datasets. However, it is very hard to obtain and label the d…