Machine learning
58
Object detection and detection heads 2
Object detection and detection heads
Classification vs. localisation vs. semantic segmentation vs. instance segmentation
Self-supervised learning learns representations from the physical nature
Word embedding - Class review
Unsupervised learning can learn from features without label
Weakly supervised learning has various diversities of labels
One server can collaborate with global clients using federated learning
Semi-supervised learning and its goal
Let's register images to demonstrate their features
More...
Deep learning
44
Object detection and detection heads 2
Object detection and detection heads
Classification vs. localisation vs. semantic segmentation vs. instance segmentation
Self-supervised learning learns representations from the physical nature
Word embedding - Class review
Unsupervised learning can learn from features without label
Weakly supervised learning has various diversities of labels
One server can collaborate with global clients using federated learning
Semi-supervised learning and its goal
Let's register images to demonstrate their features
More...
Scientific Research/科研
14
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
The PhD Grind book review - Academic interaction
The PhD Grind book review - You and your supervisor
“The PhD Grind” book review - Overall planning
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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