Qingji Guan

5 papers · 2021–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🔥 Unstoppable · Bronze

Venues

CVPR (4) ICCV (1)

Top co-authors

Yaping Huang (5) Mengyang Pu (4) Haibin Ling (4) Caixia Zhou (2) Yuming Liu (1) Xiaokun Li (1) Li Huang (1) Ruoxi Deng (1)

Research topics

Computer Vision (3) Machine Learning (3) Processing (3) Application Areas (2) Artificial Intelligence (1) Deep Learning (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types (1) Optimization & Theory (1)

Keywords

edge detection (4) image segmentation (2) vision transformer (1) fine-grained classification (1) open-set learning (1) out-of-distribution detection (1) feature fusion (1) vision-language model (1) uncertainty estimation (1) feature aggregation (1) multi-scale feature (1) surface normal (1) annotator bia (1) global context (1) neural network (1) reflectance discontinuity (1) illumination discontinuity (1) depth discontinuity (1) adaptive weighting loss (1) semi-supervised learning (1)

Papers

CLIP-driven Coarse-to-fine Semantic Guidance for Fine-grained Open-set Semi-supervised Learning CVPR 2025 MuGE: Multiple Granularity Edge Detection CVPR 2024 The Treasure Beneath Multiple Annotations: An Uncertainty-Aware Edge Detector CVPR 2023 EDTER: Edge Detection With Transformer CVPR 2022 RINDNet: Edge Detection for Discontinuity in Reflectance, Illumination, Normal and Depth ICCV 2021