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Is there any difference between "image generation" and "image synthesis"?

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Are there any non-transformer LLMs?

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Fine-tune vs training from scratch

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Is there a neural network architecture that enforces context-specific constraints on the output?

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Simple neural network applications

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How can I solve a classification problem where the label for the same input is probabilistic?

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Are there any attempts to expand diffusion model denoising to other noise types?

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Getting an error importing SWin transformer using tensorflow in colab

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What is the difference between OCR engines that constrain text to a dictionary and the ones that don't?

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Bellman equation matrix form for Q-function

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18 views

Is it useful for ML or DL algorithms to create differential variables from cumulative variables in a dataset?

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Do representations introduce an inductive bias?

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47k views

Meaning of roles in the API of GPT-4/ChatGPT (system/user/assistant)

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149 views

How does accuracy (for a single class of interest) of a segmentation network vary with increasing number of classes?

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Unsloth on CPU and no GPU

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2 votes
1 answer
177 views

How to Represent a Multi-Feature Input Vector in a Neural Net

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Proof of representation as a trajectory is the same as a representation in terms of state-action pairs

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Is there any scientific work that has measured the perplexity achievable using just word2vec?

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3 answers
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What is the difference between the US and global edition of the AIMA book by Russell and Norvig?

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How to scale all positive continuous reward?

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Is knowing the class of probability density function mandatory for explicit density estimation?

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If weights and biases are in superposition state, do we still need backpropagation algorithm?

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439 views

ML-based algorithm/software for solving a sudoku puzzle a human way

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What would be a good cost function based on both saliency-maps and labels?

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6 votes
3 answers
1k views

Why doesn't SiLU suffer from a worse version of a "dying ReLU" problem?

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In Variational Autoencoder, explain the connection between real data points and the formulas [closed]

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142 views

Can you make Q&A language model stay on topic?

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I want to apply reinforcement learning to a manipulator. Seeking advice!

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285 views

How does Horn–Schunck method for Optical Flow solve the aperture problem?

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115 views

Kernels on a trained CNN seem random

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3 votes
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200 views

What is asymmetric relaxation backpropagation?

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Adding extra parameters to the inputs of a network?

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31 views

Material suggestion for soft actor-critic method

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2 answers
45 views

Derivation of the relationship between state-value function and action-value function in SAC

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2 answers
775 views

Deep Q Networks v Monte Carlo Tree Search in Alpha Zero

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How many 100 sq ft EOs are in 2nd floor of the mall [closed]

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2 votes
1 answer
26 views

MCTS can't handle tree search with range result values?

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2 answers
34 views

how logistic regression is sensitive to magnitude of feature?

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4 votes
3 answers
3k views

What is the fundamental difference between max pooling and adaptive max pooling used in PyTorch

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2 votes
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38 views

Is there a better way to do this type of optimization?

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24 views

PPO learning to achieve a non-Markovian task?

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What is the best service for creating LLM assistants? [closed]

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71 views

Does the policy search work if there is no state to state dependency through actions?

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14 views

Agentic Discovery & Exploration

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115 views

Confusion over taking gradients in Variational Autoencoders (VAE)

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2 votes
1 answer
150 views

Which objective tests have been developed to test the intelligence of AI?

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52 views

Deriving ELBO for Diffusion Models

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313 views

How to represent a state in a card game environment? (Wizard)

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