494 citations · 724 across the 12 of their papers we have counts for
Showing 2026Show all
3 papers · 1 filter
cs.CV2026
Interpolation between Convolution and Attention via K-Nearest Neighbors
Mingi Kang
The shift from Convolutional Neural Networks to Transformers has reshaped computer vision, yet these two architectural families are typically viewed as fundamentally distinct. Conv…
cs.LG2026
IGLU: The Integrated Gaussian Linear Unit Activation Function
Mingi Kang, Zai Yang, Jeova Farias Sales Rocha Neto
Activation functions are fundamental to deep neural networks, governing gradient flow, optimization stability, and representational capacity. Within historic deep architectures, wh…
eess.IV2026
PanopMamba: Vision State Space Modeling for Nuclei Panoptic Segmentation
Ming Kang, Fung Fung Ting, Raphaël C. -W. Phan +2
Nuclei panoptic segmentation supports cancer diagnostics by integrating both semantic and instance segmentation of different cell types to analyze overall tissue structure and indi…