Scholars' moral and social intercourse I never thought I would be intimidated by others, but it happened. So, I rethink the complex social intercourse once again. I argue that scholars should not only obey academic integrity but moreover p 2022-03-02 Lifetalk intercourse scholars
Metrics used in deep learning As a researcher in deep learning, we have to make use of metrics to measure our models' performance. I'll introduce the most seen metrics in this blog. 2022-02-05 Machine learning Deep learning metrics
Easy to confuse deep learning professional words A collection for professional words for deep learning. 2022-01-04 Machine learning Deep learning professional words
2022年度計劃 “竹杖芒鞋輕勝馬，誰怕，一簑煙雨任平生”。又是一年寒梅香，一年轉眼就過去了，想著去年我還那麼迷茫，今年已經有一些小目標，準備舉起火把往更遠處進發。那麼，就寫一下明年的計劃吧。 2021-12-27 Plan plan 2022
Xiaohu Blogs 2021 年終大賞 “雲青青兮欲雨，水澹澹兮生煙”，雨霧矇矇，寒風透骨，景如去年。今天感覺會是香港今年最冷的一天了，溫度低到了8℃。前天是聖誕節，我第一次感受到了西方文化下的聖誕節，而且昨天趁著海洋公園送的生日飛，免費逛了一圈海洋公園。 2021-12-27 Plan plan 2021 大赏
關於香港待人文化的一些思考 初到香港，我就能從路途中的售貨員、列車員、乘客等人群中瞭解到，香港似乎與我之前在大陸接觸到的待人文化有着不一樣的態度。 2021-12-27 Lifetalk thinking culture Hong Kong
My journey to transformer The Transformer is a new era of deep learning handling images and videos. Compared to convolution, it is relatively small but maintains relatively high performance. 2021-11-29 Machine learning Deep learning attention mechanism transformer
Attention is what I first need An attention function can be regarded as mapping a query and a set of key-value pairs to an output. Attention is widely used in deep learning models' architecture. It can mimics cognitive attention by 2021-11-26 Machine learning Deep learning RNN attention mechanism
Sequence to sequence model - class review Sequences are a regular type of dataset for deep learning. Let's see how to feed them into our RNN models. 2021-11-26 Machine learning Deep learning rnn sequence
