Machine learning
69
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?
Spiking neural network, a bionics way to represent and process data
Event camera - class review
One type of objects on different domains (domain shift and domain adaptation)
Towards reinforcement learning
Curriculum learning imitates human learning order from easier classes to harder classes
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Deep learning
54
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?
Spiking neural network, a bionics way to represent and process data
One type of objects on different domains (domain shift and domain adaptation)
Towards reinforcement learning
Curriculum learning imitates human learning order from easier classes to harder classes
Object detection and detection heads 2
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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