PyTorch Model Export to ONNX Failed Due to ATen 07-03-2019 07-03-2019 blog 10 minutes read (About 1445 words)A Funny Story About PyTorch, ATen, and ONNX Deep Learning, Software Engineering, PyTorch, ATen, ONNX Read More
Dropout Explained 06-04-2019 06-04-2019 blog 8 minutes read (About 1155 words)The Math of Dropout You Know and Don't Know Machine Learning, Deep Learning Read More
Transformer Explained In One Single Page 06-01-2019 02-09-2023 blog 23 minutes read (About 3454 words)Attention is All You Need Mathematically Deep Learning, Natural Language Processing, Transformer, Machine Translation Read More
Layer Normalization Explained 05-31-2019 12-24-2024 blog 5 minutes read (About 707 words)Layer Normalization vs Batch Normalization vs Instance Normalization Deep Learning Read More
Data Parallelism VS Model Parallelism In Distributed Deep Learning Training 05-23-2019 05-23-2019 blog 7 minutes read (About 1067 words)Some Simple Logic and Theory Behind Deep Learning, Distributed System Read More
YOLO v2 Reorg Layer Explained 04-24-2019 04-24-2019 blog 18 minutes read (About 2716 words)The Most Detailed Explanation on Reorg Layer Deep Learning, Computer Vision Read More
Poolings in Deep Learning 04-19-2019 04-19-2019 blog 5 minutes read (About 731 words)Funny Relationships Between Max Pooling, SPP Pooling, and ROI Pooling Deep Learning, Computer Vision Read More
Tensor Physical Layouts on Memory 04-17-2019 08-23-2021 blog 3 minutes read (About 402 words)Know Your Tensor! Deep Learning, High Performance Computing Read More
Semantic Segmentation Using DeepLab V3 12-11-2018 12-11-2018 project 5 minutes read (About 751 words)Straightforward Implementation of DeepLab V3 Deep Learning, Computer Vision, Semantic Segmentation Read More
Batch Normalization Explained 09-07-2018 05-31-2019 blog 6 minutes read (About 961 words)Fill More Holes in Deep Learning Deep Learning Read More
Image Pyramids and Its Applications in Deep Learning 08-04-2018 08-04-2018 blog 8 minutes read (About 1137 words)Traditional Computer Vision Techniques Boosted Deep Learning Deep Learning, Computer Vision Read More
CycleGAN Voice Converter 06-13-2018 06-13-2018 project 8 minutes read (About 1182 words)CycleGAN-Based Voice Conversions Machine Learning, Deep Learning, Generative Adversarial Networks, Computer Vision Read More