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researcher

Yi-Shan Chu

4 papers hereh-index 13 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author2
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

works on
disaster mapping 1remote sensing 1satellite imagery 1vision transformer 1weakly supervised segmentation 1

From the 1 of 4 linked papers with an AI index.

most citedPost-Disaster Affected Area Segmentation with a Vision Transformer (ViT)-based EVAP Model using Sentinel-2 and Formosat-5 Imagery

2 citations · 2 across the 2 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2025

From Universal Approximation Theorem to Tropical Geometry of Multi-Layer Perceptrons

Yi-Shan Chu, Yueh-Cheng Kuo

We revisit the Universal Approximation Theorem(UAT) through the lens of the tropical geometry of neural networks and introduce a constructive, geometry-aware initialization for sig…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.