Mingyi He

5 papers · 2015–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 📈 Trend Setter

Venues

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

Top co-authors

Yuchao Dai (5) Zhiyuan Zhang (2) Bin Fan (2) Renjie He (1) Qi Liu (1) Bangshu Xiong (1) Anton van den Hengel (1) Chunhua Shen (1) Xing Li (1) Zhelun Shen (1)

Research topics

Computer Vision (5) Deep Learning (4) Analysis (4) Architectures (3) Learning Types · Deep Learning (3) Machine Learning (2) Processing (2) Artificial Intelligence (1) Application Areas (1) Core AI (1) Learning Types · Machine Learning (1) Optimization & Theory (1)

Keywords

depth estimation (2) domain generalization (1) image restoration (1) point cloud registration (1) feature matching (1) surface normal estimation (1) image reconstruction (1) masked representation learning (1) stereo matching (1) hierarchical processing (1) convolutional neural network (1) permutation matrix (1) end-to-end learning (1) video reconstruction (1) conditional random field (1) deep network (1) 3d computer vision (1) rolling shutter (1) motion compensation (1) monocular image (1)

Papers

Masked Representation Learning for Domain Generalized Stereo Matching CVPR 2023 Context-Aware Video Reconstruction for Rolling Shutter Cameras CVPR 2022 End-to-End Learning the Partial Permutation Matrix for Robust 3D Point Cloud Registration AAAI 2022 SUNet: Symmetric Undistortion Network for Rolling Shutter Correction ICCV 2021 Depth and Surface Normal Estimation From Monocular Images Using Regression on Deep Features and Hierarchical CRFs CVPR 2015