Machine learning
63
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
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
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Deep learning
48
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
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
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Scientific Research/科研
18
Experiment experience of deep learning and computer vision
Good thoughts in 2023
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
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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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