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Is there any proper literature on the types of features that different layers of a deep neural network learn?

neural-networks deep-learning convolutional-neural-networks features representation-learning

mesllo

101

asked 2 hours ago

0 votes

0 answers

8 views

FastAi Image Classification

convolutional-neural-networks classification deep-neural-networks

Amitabha Chakraborty

1

asked 5 hours ago

1 vote

0 answers

11 views

How to identify important features in data?

neural-networks convolutional-neural-networks long-short-term-memory deep-neural-networks

samuel fipps

11

modified 21 hours ago

38 votes

5 answers

71k views

What is the difference between a convolutional neural network and a regular neural network?

neural-networks convolutional-neural-networks comparison terminology definitions

Ashwani Yadav

3

modified yesterday

1 vote

1 answer

101 views

Is it possible to have different channel dimensions in a CNN?

convolutional-neural-networks filters channel

CommunityBot

1

modified yesterday

1 vote

1 answer

17 views

Deep Learning for occlusion recognition is 2D or 3D space

deep-learning convolutional-neural-networks object-detection

CommunityBot

1

modified yesterday

0 votes

0 answers

12 views

Deep learning feature extraction using image processing batch script?

deep-learning convolutional-neural-networks feature-extraction

Bence

101

asked 2 days ago

0 votes

1 answer

40 views

How to combine specific CNN models that work better at slightly different tasks?

convolutional-neural-networks models audio-processing

CommunityBot

1

modified Jun 24 at 14:04

0 votes

1 answer

17 views

Using GraphSAGE model for multigraph datasets

machine-learning deep-learning convolutional-neural-networks graph-neural-networks

Chillston

306

answered Jun 24 at 12:31

3 votes

1 answer

706 views

How can I incrementally train a Yolo model without catastrophic forgetting?

convolutional-neural-networks training yolo incremental-learning catastrophic-forgetting

CommunityBot

1

modified Jun 23 at 7:06

3 votes

4 answers

458 views

Can bounding boxes further improve the performance of a CNN classifier?

convolutional-neural-networks object-detection object-recognition bounding-box

CommunityBot

1

modified Jun 23 at 5:00

0 votes

1 answer

175 views

What is the difference between exhaustive nearest neighbor search and k-nearest neighbour search?

convolutional-neural-networks python comparison computer-vision image-recognition

CommunityBot

1

modified Jun 23 at 4:05

4 votes

0 answers

180 views

How to feed a variable size sequences into a CNN?

machine-learning convolutional-neural-networks

hanugm

3,099

modified Jun 21 at 11:52

2 votes

0 answers

66 views

Can a CNN or MLP discover similar but untrained-on patterns?

neural-networks convolutional-neural-networks comparison

hanugm

3,099

modified Jun 21 at 4:02

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Is there any proper literature on the types of features that different layers of a deep neural network learn?

FastAi Image Classification

How to identify important features in data?

What is the difference between a convolutional neural network and a regular neural network?

Is it possible to have different channel dimensions in a CNN?

Deep Learning for occlusion recognition is 2D or 3D space

Deep learning feature extraction using image processing batch script?

How to combine specific CNN models that work better at slightly different tasks?

Using GraphSAGE model for multigraph datasets

How can I incrementally train a Yolo model without catastrophic forgetting?

Can bounding boxes further improve the performance of a CNN classifier?

What is the difference between exhaustive nearest neighbor search and k-nearest neighbour search?

How to feed a variable size sequences into a CNN?

Can a CNN or MLP discover similar but untrained-on patterns?

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