Questions tagged [resource-request]
Asking for datasets, libraries/APIs or pre-trained models is OFF-topic here, so do NOT use this tag for that. Use this tag when you are interested in any other "resource" (in the context of artificial intelligence) that does not involve the just mentioned resources, such as books, papers, articles, tutorials or courses. (The purpose of this tag is very similar to the purpose of the tag reference-request. For that reason, they could be merged.)
59 questions
3 votes
0 answers
93 views
Resources to get started with RL to make a multi-agent model for a board game
Backstory short, I wanted to write an AI-bot for a board game I've made in Godot. I started digging and reading about RL, and my first intuition was to simply write ...
- 131
2 votes
1 answer
159 views
How websites like this one can generate names based on prompts?
I just found this site that provides AI-powered name generators for some of their generators. They can generate names based on prompts that can either keywords or descriptions (that provide more ...
user91131
2 votes
1 answer
582 views
Insight into architecture details of Vision Llama 3.2
I would like to understand the internals of Meta's new multimodal Vision-Text 3.2 models. Not much I could find in online sources or blogs. The code is available and I'm trying to read it, but my ...
- 384
1 vote
1 answer
90 views
In-depth understanding of formulation and guidance mechanisms in Diffusion models
I've been reading a research paper titled High-Resolution Image Synthesis with Latent Diffusion Models by Robin Rombach et al. and came across an a concept related to diffusion models (DMs). In the ...
- 4,172
1 vote
3 answers
1k views
Is it possible to get the source code for a research paper?
Is it possible to get the source code for a research paper? In particular, I want to see the source for this paper https://arxiv.org/abs/2304.03442
- 113
1 vote
1 answer
673 views
Are there any books that teach text-to-image generation?
I read some of the research papers about text-to-image generation using Imagen, DALL-E 2, etc. but they are heavily scientific and I don't understand a lot of their concepts, so I was wondering are ...
user64647
1 vote
0 answers
72 views
How to make my neural networks designs more robust
Whenever, I design a neural network to solve a novel problem (requires a novel loss function i.e. not image classification) it always ends up being hypersensitive to batch size and learning rate. ...
- 386
1 vote
2 answers
561 views
Principles of designing a neural network
I have become more familiar with libraries such as tensorflow for a while now, and have become interested in utilizing neural networks for solving specific problems. The big question I have is, what ...
2 votes
1 answer
343 views
Mathematics books for reinforcement learning
This question is not about the math prerequisites of reinforcement learning, but about the textbooks of mathematics that are enough to understand the literature on reinforcement learning. What are the ...
- 4,172
4 votes
2 answers
2k views
Is there a way to easily simulate video games, without actually rendering the pixels on screen?
Youtube was recently suggesting to me videos of people training NEAT neural networks for video games. I've noticed that often the training process was quite slow (for example in this Trackmania ...
- 89
0 votes
0 answers
268 views
How to visualize the input and output of the GRU cell?
GRU belongs to the family of recurrent neural networks. This family of neural networks works on sequence data. But, it is taking time for me to understand the differences between sequence length and ...
- 4,172
2 votes
1 answer
212 views
Textbook for CNN-LSTM networks of predictions of numerical data
I am learning NN algorithms because I'd like to create my own project. What I found on the internet, is that for my type of project which I have in mind CNN-LSTM neural network would be ideal. But now ...
1 vote
1 answer
205 views
Where can I access this research paper on Frechet distance score?
Frechet Inception Distance is a metric that calculates the distance between feature vectors calculated for real and generated images. It is used in evaluations how good the generated images are. ...
- 4,172
0 votes
1 answer
102 views
Material(s) for understanding "image channels"
I am pretty confused about the concept of "image channels". I want material that explains the concept of channels from scratch to whatever is required to understand their role in machine ...
- 4,172
2 votes
0 answers
52 views
Is there any closed form analytical expression to represent fractional max pooling?
There are Nineteen types of pooling layers in PyTorch. Almost all of the layers are provided with corresponding analytical formulae. But analytical formulae are not provided for the fractional max-...
- 4,172