Chun-kit HoML Paper Challenge Day 40 — Generative Adversarial NetsDay 40: 2020.05.23 Paper: Generative Adversarial Nets Category: Model/Unsupervised LearningMay 23, 2020May 23, 2020
Chun-kit HoML Paper Challenge Day 38, 39 — Auto-Encoding Variational BayesDay 38–39: 2020.05.19–20 Paper: Auto-Encoding Variational Bayes Category: Model/Unsupervised LearningMay 20, 2020May 20, 2020
Chun-kit HoML Paper Challenge Day 36, 37— Building high-level features using large scale unsupervised learningDay 36: 2020.05.17–18 Paper: Building high-level features using large scale unsupervised learning Category: Model/Unsupervised LearningMay 18, 2020May 18, 2020
Chun-kit HoML Paper Challenge Day 34, 35 — SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and…Day 34–35: 2020.05.15–16 Paper: SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size Category…May 17, 2020May 17, 2020
Chun-kit HoML Paper Challenge Day 33 — Deep Compression: Compressing Deep Neural Network with Pruning…Day 33: 2020.05.14 Paper: Deep Compression: Compressing Deep Neural Network with Pruning, Trained Quantization and Huffman Coding Category…May 14, 2020May 14, 2020
Chun-kit HoML Paper Challenge Day 31,32 — Learning to learn by gradient descent by gradient descentDay 31–32: 2020.05.12–13 Paper: Learning to learn by gradient descent by gradient descent Category: Model/OptimizationMay 13, 2020May 13, 2020
Chun-kit HoML Paper Challenge Day 29, 30 — Adam: A Method for Stochastic OptimizationDay 29–30: 2020.05.10–11 Paper: Adam: A Method for Stochastic Optimization Category: Model/OptimizationMay 11, 2020May 11, 2020
Chun-kit HoML Paper Challenge Day 28 — On the importance of initialization and momentum in deep learningDay 28: 2020.05.09 Paper: On the importance of initialization and momentum in deep learning Category: Model/Deep Learning/OptimizationMay 10, 2020May 10, 2020
Chun-kit HoML Paper Challenge Day 27 — Network MorphismDay 27: 2020.05.08 Paper: Network Morphism Category: Model/Deep Learning/TechniqueMay 8, 2020May 8, 2020
Chun-kit HoML Paper Challenge Day 26 — Net2Net: Accelerating Learning via Knowledge TransferDay 26: 2020.05.07 Paper: Net2Net: Accelerating Learning via Knowledge Transfer Category: Model/Deep Learning/TechniqueMay 8, 2020May 8, 2020