Machine learning
60
Towards reinforcement learning
Curriculum learning imitates human learning order from easier classes to harder classes
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
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Deep learning
46
Towards reinforcement learning
Curriculum learning imitates human learning order from easier classes to harder classes
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
More...
Scientific Research/科研
16
Arxiv preprint generation and jounral sharing rules
MarsLab holes - don't come, please
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
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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