Chun-Nan Chou

3 papers · 2017–2019 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

CVPR (2) AAAI (1)

Top co-authors

Edward Y. Chang (3) Sheng-Wei Chen (1) Che-Han Chang (1) Yu-Hsun Lin (1)

Research topics

Deep Learning (3) Machine Learning (2) Learning Types (2) Optimization & Theory · Deep Learning (2) Computer Vision (1) Mathematics & Optimization (1) Analysis (1) Application Areas (1) Architectures (1) Optimization (1) Optimization & Theory · Machine Learning (1) Processing (1) Techniques (1)

Keywords

convolutional neural network (2) neural network training (1) knowledge distillation (1) neural network optimization (1) efficient computing (1) image alignment (1) hessian approximation (1) optical flow (1) conjugate gradient (1) second-order optimization (1) second-order method (1) conjugate gradient method (1) homography estimation (1) fully-connected neural network (1) feature pyramid (1) parameter reduction (1) kronecker factorization (1) lucas-kanade algorithm (1) hessian matrix approximation (1) kronecker-factored matrix (1)

Papers

EA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks AAAI 2019 MBS: Macroblock Scaling for CNN Model Reduction CVPR 2019 CLKN: Cascaded Lucas-Kanade Networks for Image Alignment CVPR 2017