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15

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An online editor that allows data labeling format

answered 3 hours ago David Gibson 116

2

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2

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108

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Does regularization just mean using an augmented loss function?

machine-learning reference-request terminology regularization

answered 12 hours ago ChalkTalk 11

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1

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56

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How to create a neural network from a set of equations?

neural-networks machine-learning backpropagation

answered 22 hours ago spiridon_the_sun_rotator 608

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17

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Is reconciling shape discrepancies the only purpose of padding?

neural-networks convolutional-neural-networks recurrent-neural-networks padding

modified 14 hours ago nbro♦ 28.1k

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0

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15

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Is there any difference between “image generation” and “image synthesis”?

comparison terminology image-generation

modified 14 hours ago nbro♦ 28.1k

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14

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Recursive Least squares (RLS) for mini batch

reinforcement-learning function-approximation weights temporal-difference-methods finite-markov-decision-process

modified 23 hours ago hanugm 1,202

2

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114

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Not able to find a good fit for a simple function with neural networks

deep-learning

modified yesterday crinix 246

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0

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31

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What do equations 1 and 3 describe in the “Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels” paper?

deep-rl

modified yesterday desert_ranger 257

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0

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17

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What to do when model stops learning after some epochs

machine-learning deep-learning semantic-segmentation

asked yesterday Talha Anwar 111

1

vote

1

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25

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Is there a notion of exploration-exploitation tradeoff in dynamic programming (or model-based RL)?

model-based-methods exploration-exploitation-tradeoff dynamic-programming

answered yesterday João Schapke 121

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23

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Is it ethical to train models using non subscriber's data only?

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19

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Isn't attention mask for BERT model useless?

deep-learning natural-language-processing attention bert

modified 14 hours ago nbro♦ 28.1k

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26

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Batch normalization for multiple datasets?

neural-networks datasets pytorch batch-normalization data-augmentation

modified yesterday nbro♦ 28.1k

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24

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Why are not results reproducible when a model is loaded with tf.keras.models.load_model?

neural-networks tensorflow python keras

modified yesterday Della 101

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0

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17

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How Long Short Term Memory (LSTM) work for time series classification?

deep-learning classification long-short-term-memory time-series supervised-learning

asked yesterday Nafees Ahmed 21

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11

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Feeding the output back to input in 3D CNN model

deep-learning convolutional-neural-networks training recurrent-neural-networks pytorch

modified yesterday hanugm 1,202

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18

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Is there any existing mechanism that allows us to pass input from randomly selected layers of neural network per iteration?

neural-networks training reference-request forward-pass

modified yesterday nbro♦ 28.1k

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16

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How will actual labels be matched with predicted labels when LSTM discards data even from current time stamp input data?

deep-learning natural-language-processing long-short-term-memory

modified yesterday nbro♦ 28.1k

0

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0

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27

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Neural networks in models and in reality [closed]

neural-networks models neuroscience

asked 2 days ago Paco Loco 1

1

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1

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36

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In Computer Vision, what is the difference between a transformer and attention?

computer-vision comparison transformer attention

answered yesterday nbro♦ 28.1k

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21

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Time series forecasting for multiple objects with common features

machine-learning long-short-term-memory time-series forecasting

modified 9 hours ago Saurav Maheshkar 626

0

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20

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PPO: decreasing rewards as steps increase

reinforcement-learning deep-rl proximal-policy-optimization

asked 2 days ago Rick 1

1

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0

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35

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Why doesn't anyone use reinforcement learning to find the best possible alternative to backpropagation?

neural-networks reinforcement-learning backpropagation hyperparameter-optimization meta-learning

modified 2 days ago nbro♦ 28.1k

0

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1

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26

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Why is the exponential loss used in this case?

machine-learning objective-functions decision-tree gradient-boosting

answered 2 days ago nbro♦ 28.1k

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1

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16

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Is my understanding about the number of iterations correct?

terminology

answered 2 days ago crinix 246

0

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1

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23

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What is the advantage of RL compared with my simple classic algorithm for the MountainCarEnv?

reinforcement-learning comparison mountain-car-problem

modified 2 days ago Neil Slater 19.4k

0

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1

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20

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Is there a way to select the subset of most important features using PCA?

machine-learning unsupervised-learning feature-selection principal-component-analysis

answered 2 days ago crinix 246

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0

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13

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How Tesla and other companies use outputs from neural networks to drive the car?

convolutional-neural-networks deep-neural-networks autonomous-vehicles

modified 2 days ago Kacper777 163

1

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1

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18

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Are there any stats available on the usage of libraries by deep learning researchers?

deep-learning tensorflow reference-request keras pytorch

answered Jul 25 at 2:38 Eduardo Montesuma 21

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1

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32

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Using a Neural Network (LSTM) to approve/reject word-type sequences

neural-networks long-short-term-memory input-layer

answered 2 days ago crinix 246

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vote

1

answer

40

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Questions about a research paper on salient region detection and segmentation

computer-vision math hill-climbing

answered 17 hours ago JVGD 793

1

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1

answer

16

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Is there any metric for calculating how natural a single image is given a dataset of the same class images?

image-generation metric similarity

answered Jul 24 at 12:04 Aray Karjauv 476

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1

answer

29

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how produce image of face working with AI [closed]

image-processing

answered Jul 23 at 16:14 Aray Karjauv 476

-1

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1

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26

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Regularize the weights of the neural networks to binary values?

neural-networks computer-vision autoencoders singular-value-decomposition

answered 2 days ago crinix 246

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1

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42

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Is it possible to use deep learning to generate a 2D image from a few numerical values?

deep-learning convolutional-neural-networks computer-vision generative-model image-generation

answered Jul 23 at 14:17 spiridon_the_sun_rotator 608

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0

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18

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Methodologies for passing the best samples for a neural network to learn

neural-networks stochastic-gradient-descent batch-learning

modified Jul 24 at 11:47 nbro♦ 28.1k

0

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31

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How to calculate cosine similarity for classification when you have say 10000 samples belonging to two classes have a bunch of samples

machine-learning text-classification cosine-similarity

modified Jul 24 at 12:44 nbro♦ 28.1k

0

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0

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17

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Pandas dataframe to keras LSTM input shape [closed]

keras recurrent-neural-networks data-preprocessing input-layer

asked Jul 23 at 19:11 Sven Eschlbeck 101

1

vote

0

answers

12

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Is there any closed form analytical expression to represent fractional max pooling?

math pytorch resource-request pooling fractional-max-pooling

modified Jul 24 at 5:34 hanugm 1,202

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0

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34

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How much research, approximately, is done in ANNs?

neural-networks reference-request research

modified Jul 23 at 21:02 Verónica Rmz. 103

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1

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29

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Building an AI that predicts the pronunciation of words

natural-language-processing

answered 2 days ago crinix 246

1

vote

1

answer

35

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What exactly is an XPU?

terminology pytorch resource-request hardware

answered Jul 23 at 8:20 JVGD 793

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0

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29

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Why doesn't this Monte Carlo Tree Search algorithm work properly?

python game-ai monte-carlo-tree-search

modified Jul 22 at 23:26 Ifeanyi Obinelo 11

1

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1

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23

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What does 'input planes' mean in the phrase 'input signal/image composed of several input planes'?

terminology pytorch image-processing convolution

answered Jul 23 at 8:10 JVGD 793

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0

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29

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Is there any animation that illustrates the “fold” and “unfold” operations of convolutional layers?

convolutional-neural-networks pytorch convolution resource-request convolutional-layers

modified Jul 23 at 11:23 nbro♦ 28.1k

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vote

2

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32

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Train Validation Test Splitting After or Before Data Augmentation?

training datasets data-augmentation

answered Jul 22 at 7:56 vlthr 36

1

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1

answer

38

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In the cross-entropy method, should I select state-action pairs by their immediate reward or by the episode reward?

reinforcement-learning rewards monte-carlo-methods return cross-entropy-method

modified Jul 22 at 11:42 nbro♦ 28.1k

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