Pengpeng Liu

4 papers · 2019–2021 · 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 · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

CVPR (3) AAAI (1)

Top co-authors

Jia Xu (3) Irwin King (3) Michael R. Lyu (2) Qionghai Dai (1) Kaiwen Guo (1) Tao Yu (1) Zerong Zheng (1) Michael Lyu (1) Yebin Liu (1)

Research topics

Computer Vision (4) Deep Learning (4) Analysis (4) Machine Learning (3) Learning Types · Machine Learning (3) Learning Types · Deep Learning (3) Processing (3) Computer Science (1) Application Areas (1) Applications (1) Core AI (1) Models (1)

Keywords

self-supervised learning (3) optical flow (3) motion estimation (2) unsupervised learning (2) knowledge distillation (1) depth estimation (1) temporal information (1) surface reconstruction (1) stereo matching (1) occlusion handling (1) optical flow estimation (1) convolutional neural network (1) video processing (1) 3d geometry (1) temporal feature (1) correspondence learning (1) teacher-student learning (1) data distillation (1) flow estimation (1) rgb-d sensor (1)

Papers

Function4D: Real-Time Human Volumetric Capture From Very Sparse Consumer RGBD Sensors CVPR 2021 Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching CVPR 2020 DDFlow: Learning Optical Flow with Unlabeled Data Distillation AAAI 2019 SelFlow: Self-Supervised Learning of Optical Flow CVPR 2019