← Search

Jie Qiu

4 accepted papers

2026

Beyond Euclidean Assumptions: Geometry-Aware Adaptive Routing for Remote Sensing Segmentation

AAAI 2026technical

Remote sensing imagery poses a distinct challenge for semantic segmentation due to its inherent fractal complexity and the diversity of geometric structures present in real-world geospatial scenes. Euclidean-based models typically assume spatial uniformity; however, such assumptions often break do

Cited by 0SourcePDFScholar
2026

HySeg: Learning Generative Priors for Structure-Aware Remote Sensing Segmentation

CVPR 2026

High-resolution remote sensing imagery exhibits complex spatial regularities where topology, continuity, and region adjacency govern semantic organization. However, existing remote sensing image semantic segmentation (RSISS) networks, being predominantly discriminative, estimate strong posteriors fr

Cited by 0SourcecodeScholar
2024

Verified Code Transpilation with LLMs

NeurIPS 2024poster

Domain-specific languages (DSLs) have become integral to various software workflows. Such languages offer domain-specific optimizations and abstractions that improve code readability and maintainability. However, leveraging these languages requires developers to rewrite existing code using the spec…

Cited by 10SourcePDFScholar
2018

Pose-Normalized Image Generation for Person Re-identification

ECCV 2018poster

Person Re-identification (re-id) faces two major challenges: the lack of cross-view paired training data and learning discriminative identity-sensitive and view-invariant features in the presence of large pose variations. In this work, we address both problems by proposing a novel deep person image…