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Shiyu Song

6 papers · 2014–2026 · 4 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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+1 more ↓ 🌍 Conference Polyglot Β· Bronze πŸƒ Academic Marathon Β· Half πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird
πŸ“ˆ Trend Setter

Venues

CVPR (3) AAAI (1) ECCV (1) ICCV (1)

Top co-authors

Yao Zhou (3) Guowei Wan (3) Weixin Lu (2) Manmohan Chandraker (2) Shenhua Hou (2) Xiangyu Fu (1) Zhigang Hu (1) Li Yu (1) Rongchang Zhao (1) Liu Yang (1)

Research topics

Artificial Intelligence (4) Computer Vision (3) Deep Learning (3) Core AI (3) Domain-Specific (3) Analysis (2) Learning Types Β· Deep Learning (2) Machine Learning (1) Architectures (1) Core Methods (1) Learning Paradigms (1) Learning Types Β· Machine Learning (1)

Keywords

deep neural network (2) structure from motion (2) autonomous driving (2) object detection (1) prototype learning (1) feature matching (1) 3d vision (1) object localization (1) sensor fusion (1) deep learning (1) stereo matching (1) 3d localization (1) end-to-end learning (1) non-iid data (1) 3d bounding box (1) prototype clustering (1) 3d convolution (1) monocular vision (1) keypoint detection (1) geometric registration (1)

Papers

Intra-Class Unbiased Prototype Aggregation and Classifier Collaboration for Personalized Federated Learning AAAI 2026 DA4AD: End-to-End Deep Attention-based Visual Localization for Autonomous Driving ECCV 2020 DeepVCP: An End-to-End Deep Neural Network for Point Cloud Registration ICCV 2019 L3-Net: Towards Learning Based LiDAR Localization for Autonomous Driving CVPR 2019 Joint SFM and Detection Cues for Monocular 3D Localization in Road Scenes CVPR 2015 Robust Scale Estimation in Real-Time Monocular SFM for Autonomous Driving CVPR 2014