Skip to main content
Share Your Experience: Take the 2024 Developer Survey
Aray Karjauv's user avatar
Aray Karjauv's user avatar
Aray Karjauv's user avatar
Aray Karjauv
  • Member for 6 years, 3 months
  • Last seen this week
9 votes
Accepted

Can someone explain R1 regularization function in simple terms?

1 vote

Should I define my problem as image segmentation or detection?

0 votes

How is state space normalization done in off-policy algorithms like dqn?

4 votes

What are the consequences of layer norm vs batch norm?

4 votes
Accepted

Does ChatGPT type slowly on purpose or is it computing?

0 votes

How to use RL on a robotic moving arm?

0 votes

How can I implement the reward function for an 8-DOF robot arm with TRPO?

1 vote

How should I define the reward function to solve the Wumpus game with deep Q-learning?

0 votes

How does noise samples from uniform distribution contribute to the diversity of generator output?

1 vote
Accepted

Should I use an unsupervised approach or train a classifier with many classes to build a deep image feature extractor?

3 votes

Does the performance of a model increase if dropout is disabled at evaluation time?

1 vote

What are the iid random variables for a dataset in the GAN framework?

2 votes
Accepted

What does all the formula and pictures mean?

2 votes

Does the output layer in a deep neural network need an activation function?

0 votes

Does average loss function in GAN training is just an approximation of value function and does not ensure convergence of generator and discriminator?

4 votes

What is Lipschitz constraint and why it is enforced on discriminator?

2 votes

How to calculate the gradient penalty proposed in "Improved Training of Wasserstein GANs"?

1 vote

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

2 votes

how produce image of face working with AI

0 votes

How would the probability of a document $P(d)$ be computed in the Naive Bayes classifier?

2 votes
Accepted

Why adversarial images are not the mainstream for captchas?

2 votes
Accepted

How to tell a neural network that: "your i-th input is special"

3 votes
Accepted

An explanation involving the sign activation, its affect on the loss function, and the perceptron and perceptron criterion: what is this saying?

0 votes

Is $(y_i - \hat y_i)x_i$, part of the formula for updating weights for perceptron, the gradient of some kind of loss function?

1 vote

How would you shape a reward function if there was four quantities to optimize?

1 vote

Why do we commonly use the $\log$ to squash frequencies?

1 vote

Where does the so-called 'loss' / 'loss function' fit into the idea of a perceptron / artificial neuron (as presented in the figure)?

1 vote

Are there architectures to generate pictures from four labels? (VAEs, GANs)

4 votes

Why is KL divergence used so often in Machine Learning?

3 votes
Accepted

GAN model predictions before training is predictable