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Lingyan Ran

Northwestern Polytechical University

12 papers hereh-index 13593 citations43 works total

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

author position
  • first author4
  • middle author5

Across the 9 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CV11
  • cs.LG1
affiliations
  • Northwestern Polytechical University
Homepage

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedSemi-Supervised Semantic Segmentation Based on Pseudo-Labels: A Survey

51 citations · 87 across the 11 of their papers we have counts for

collaborators
Showing 2025 · cs.CVShow all

3 papers · 2 filters

cs.CV2025

Flow-CDNet: A Novel Network for Detecting Both Slow and Fast Changes in Bitemporal Images

Haoxuan Li, Chenxu Wei, Haodong Wang +9

Change detection typically involves identifying regions with changes between bitemporal images taken at the same location. Besides significant changes, slow changes in bitemporal i…

cs.CV2025

Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation

Lingyan Ran, Yali Li, Tao Zhuo +2

In semi-supervised semantic segmentation (SSSS), data augmentation plays a crucial role in the weak-to-strong consistency regularization framework, as it enhances diversity and imp…

cs.CV2025★ 1 cited

DiffV2IR: Visible-to-Infrared Diffusion Model via Vision-Language Understanding

Lingyan Ran, Lidong Wang, Guangcong Wang +2

The task of translating visible-to-infrared images (V2IR) is inherently challenging due to three main obstacles: 1) achieving semantic-aware translation, 2) managing the diverse wa…

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