Machine learning
73
The development of large language models:toos, characteristics, and functionalities
How to analyse multi-omics data?
Generative AI and its building blocks
What is a large language model, and how does it work?
What is a foundation model?
Image size vs. image quality vs. image resolution
How to implement multi-GPU training with data parallel?
FLOPs and MACs in deep learning
Vision transformer: A new way to analyse image
Should I contain background class?
More...
Deep learning
58
The development of large language models:toos, characteristics, and functionalities
How to analyse multi-omics data?
Generative AI and its building blocks
What is a large language model, and how does it work?
What is a foundation model?
Image size vs. image quality vs. image resolution
How to implement multi-GPU training with data parallel?
FLOPs and MACs in deep learning
Vision transformer: A new way to analyse image
Should I contain background class?
More...
Scientific Research/科研
17
Experiment experience of deep learning and computer vision
Good thoughts in 2023
Arxiv preprint generation and jounral sharing rules
Towards giving lab sessions - class review
Towards giving lectures - class review
如何当好Teaching assistant/TA
The PhD Grind book review - Job hunt
The PhD Grind book review - Research grind
The PhD Grind book review - Publishable papers
The PhD Grind book review - Expectations
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Lifetalk
14
PhD thinking accumulation 2023
I dreamed it, the old days
PhD thinking accumulation 2022
Scholars' moral and social intercourse
關於香港待人文化的一些思考
2021年底俗思記錄
我找回了我
General thinking about lover relationship
From an Outlier to an Outsider - A Beautiful Mind Book Review
How to avoid Chinese involution?
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Computer vision
11
Object detection and detection heads 2
Object detection and detection heads
Neural style transfer - Class review
Face recognition - Class Review
Semantic segmentation with U-Net - Class review
YOLO algorithm
Object detection - class review
Inception network - Class Review
Foundations of convolutional neural networks - Class review
GPU和深度学习——学习笔记
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Book Review
9
From an Outlier to an Outsider - A Beautiful Mind Book Review
What is life - Book review
The PhD Grind book review - Job hunt
The PhD Grind book review - Research grind
The PhD Grind book review - Publishable papers
The PhD Grind book review - Expectations
The PhD Grind book review - Academic interaction
The PhD Grind book review - You and your supervisor
“The PhD Grind” book review - Overall planning