Author

D. H. Shim

h-index 4 View on Semantic Scholar

We have 1 of 12 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Jul 2026

DPNeXt: A Lightweight Multi-Scale Feature Fusion Framework for Efficient ViT-Based Multi-Task Dense Prediction

DPNeXt, a streamlined multi-scale feature fusion decoder and efficient alternative to the standard Dense Prediction Transformer, and the Multi-Task Boundary Guidance (MTBG) strategy, which applies symmetric boundary-focused supervision to encourage geometric consistency without extra annotation or inference cost.

Jehun Kang, Jungha Wang, Young-Joon Hwang et al. · 0 citations