Wei-Ming Chen

4 papers · 2020–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

NeurIPS (3) CVPR (1)

Top co-authors

Song Han (4) Chuang Gan (3) Ji Lin (3) Han Cai (2) Ligeng Zhu (1) Wei-Chen Wang (1) Yujun Lin (1) john cohn (1) Yihan Wang (1) Muyang Li (1)

Research topics

Deep Learning (4) Machine Learning (4) Application Areas (4) Optimization & Theory · Deep Learning (2) Techniques (2) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Core AI (1) Core Methods (1) Learning Paradigms (1) Optimization & Theory · Machine Learning (1)

Keywords

neural architecture search (2) model compression (2) human pose estimation (1) efficient inference (1) efficient computing (1) memory efficiency (1) memory optimization (1) edge computing (1) real-time inference (1) on-device training (1) quantization-aware training (1) efficient architecture (1) iot device (1) sparse update (1) quantization-aware scaling (1) patch-based inference (1) tiny deep learning (1) transfer learning (1)

Papers

Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation CVPR 2022 On-Device Training Under 256KB Memory NeurIPS 2022 Memory-efficient Patch-based Inference for Tiny Deep Learning NeurIPS 2021 MCUNet: Tiny Deep Learning on IoT Devices NeurIPS 2020