Singapore

tl;dr We feature 10 of the top Computer Vision (CV) code repositories from Singapore. These include popular implementations of YOLO3, EfficientDet, DeepLab, FaceBoxes and other models ranging from activity recognition to eye tracking. The ranking is decided based on the total Github stars of the repositories. 10. Dual Path Networks Architecture of DPNs. Retrieved from Github. This repository contains the code and trained models of Dual Path Networks which won the 1st place in Object Localization Task in ILSVRC 2017, and was a Top 3 team with on all competition tasks (Team: NUS-Qihoo_DPNs)....

tl;dr We feature 10 of the top Natural Language Processing (NLP) code repositories on Github from Singapore. The ranking is decided based on the total stars (stargazer count) of the repositories. 10. A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction Architecture of the multilayer convolutional model with seven encoder and seven decoder layers. Retrieved from the official paper. Code and model files for the paper: “A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction” (Published at AAAI-18)....

tl;dr We feature 5 of the top machine learning code repositories on Github from Singapore. The Top 5 is made up of popular implementations of state-of-the-art Computer Vision (CV) and Natural Language Processing (NLP) models and even a high-frequency trading project. The ranking is decided based on the total stars (stargazer count) of the repositories. 5. PyTorch Implementation of EfficientDet Architecture of EfficientDet including a weighted bi-directional feature pyramid network (BiFPN)....

tl;dr NeurIPS is the largest and argubably the most prestigious machine learning research conference internationally. We look at the 44 accepted publications from singapore-based authors in this 2020 edition of the conference, which is happening live this week (6 - 12 Dec 2020). What is NeurIPS? NeurIPS is the Conference and Workshop on Neural Information Processing Systems (abbreviated as NeurIPS and formerly NIPS). It is the largest conference in Artificial Intelligence with a specific focus on machine learning and neuroscience....