Questions tagged [reference-request]

Use when requesting examples of research or research papers, books, articles, blog posts or courses. For example, "Is there any published research about X?" or "What are good examples of Y in research?".

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84 views

What are the top contributions from neuroscience to AI and viceversa? How much progress has been made from the interaction between these two fields?

What are the top contributions from neuroscience to artificial intelligence and vice versa? How much progress has been made from the interaction between these two fields? Is there a formal field ...
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2answers
6k views

Complete deep learning text classification with Python example

I would like to know if there is a complete text classification with deep learning example, from text file, csv, or other format, to classified output text file, csv, or other. I have seen tens of ...
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2answers
972 views

What is the current research in artificial intelligence in the field of data compression?

What is the current research in artificial intelligence and machine learning in the field of data compression? I have done my research on the PAQ series of compressors, some of which use neural ...
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1answer
161 views

Design ads and posters with Machine Learning

I would like to write a program that takes a number of elements as input (some images and some strings) and outputs a design (the program places the images and strings on a canvas, but also styles the ...
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1answer
98 views

Are there any references of NLP/text mining techniques for identifying the theme of news headlines?

I am looking to extract the central theme from a given news headline using NLP or text mining. Is there any reference that goes in this direction? Here's an example. Let's say that I have the ...
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1answer
168 views

Have machine learning techniques been used to play outdoor games, like cricket or badminton?

Have machine learning techniques been used to play outdoor games, like cricket or badminton?
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2answers
156 views

Measuring Soft Skill

How can we attach numerical value to the measurement of soft skill? Is there any book, site or materials that can teach me how to do this? I want to know if there is any way we can measure soft skill ...
5
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1answer
469 views

How can genetic programming be used in the context of auto-encoders?

I am trying to understand how genetic programming can be used in the context of auto-encoders. Currently, I am going through 2 papers Training Feedforward Neural Networks Using Genetic Algorithms (a ...
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1k views

What are some alternatives to the book “Artificial Intelligence: A Modern Approach”?

There are two textbooks that I most love and am most afraid of in the world: Introduction to Algorithms by Cormen et al. and Artificial Intelligence: A Modern Approach by Norvig et al. I have started ...
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1answer
769 views

Which neural network architectures are there that perform 3D convolutions?

I am trying to do 3d image deconvolution using convolution neural network. But I cannot find many famous 3d CNNs. Can anyone point out some for me? Background: I am using PyTorch, but any language ...
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3answers
430 views

What types of applications qualify as “compound intelligences”?

A question about swarm intelligence as a potential method of strong general AI came up recently, and yielded some useful answers and clarifications regarding the nature of swarm intelligence. But it ...
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3answers
924 views

Which functions can't neural networks learn efficiently?

There are a lot of papers that show that neural networks can approximate a wide variety of functions. However, I can't find papers that show the limitations of NNs. What are the limitations of ...
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1answer
354 views

The connection between number of layer of DNN and computational complexity of it

number of layer of DNN and computational complexity of it are correlated after optimization, but how to estimate it before designing DNN?
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1answer
84 views

Is there a way of computing a prominence score based on the prevalence of features in an image?

Is there any previous work on computing some sort of prominence score based on the prevalence of features in an image? For example, let's say I am classifying images based on whether or not they have ...
3
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2answers
481 views

Is there an AI system that automatically generates classes and methods by giving it voice commands?

I want to develop (in Java) a voice plugin for Eclipse on a Mac that helps me jot down high-level classes and stub methods. For example, I would like to command it to create a class that inherits from ...
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0answers
27 views

Are there a finite set of computable functions constructing deep neural network which can form or implement any c.e. function or computable function?

Are there a finite set of computable functions constructing deep neural network which can form or implement any c.e. function or computable function? Or does there exist a finite set of computable ...
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1answer
247 views

What are some resources to improve practical expertise in machine learning? [closed]

I studied machine learning when I was in university, a couple of years ago. I used it for my master thesis (decision trees, ensembles, SVM, and word embedding mostly) and for other projects either ...
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2answers
220 views

Why do non-linear activation functions that produce values larger than 1 or smaller than 0 work?

Why do non-linear activation functions that produce values larger than 1 or smaller than 0 work? My understanding is that neurons can only produce values between 0 and 1, and that this assumption can ...
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4answers
6k views

How could we build a neural network that is invariant to permutations of the inputs?

Given a neural network $f$ that takes as input $n$ data points: $x_1, \dots, x_n$. We say $f$ is permutation invariant if $$f(x_1 ... x_n) = f(\sigma(x_1 ... x_n))$$ for any permutation $\sigma$. How ...
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2answers
2k views

Effective algorithms for OCR

I am using Google's OCR to extract text from images, like receipts and invoices. Whare examples of techniques used to make sense of the text? For example, I would like to extract the date, name of the ...
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2answers
205 views

What are examples of resources that describe the basics of Spiking Neural Networks in detail?

I'm very interested in writing a Spiking Neural Network engine (SNN) from scratch, but I can't find the basic information I need to get started. For example, I've seen pictures of the individual ...
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1answer
10k views

Are the dialogs at Sophia's (the robot) appearings scripted?

I talk about the robot from: Hanson Robotics, which was granted the right to citizenship from Saudi Arabia. I have found the following articles: Your new friend is a humanoid robot Source: ...
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1answer
4k views

How can I leverage artificial intelligence and virtual reality to create intelligent automatic story generation?

How can I leverage artificial intelligence and virtual reality to create intelligent automatic story generation? My idea is to come up with a system that is empowering the user’s imagination to create ...
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1answer
888 views

Are there papers about automatic punctuation of written text?

I am building a system that should take text without punctuation and automatically add punctuation. I found some papers about automatic punctuation, but they are mostly about spoken language ...
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1answer
239 views

Have evolutionary algorithms been used for engineering design?

Recently, I've been looking recently into what uses AI - specifically evolutionary algorithms - may have in automating engineering design. For a long time, there have been algorithms that solve ...
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3answers
290 views

What are some academic AI podcast out there?

I am looking for AI podcasts that are purely academic-oriented that I can use for learning purposes. Thanks for any resource pointers. The AI podcasts I am aware of are (not sure how many of these ...
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1answer
1k views

Can reinforcement learning algorithms be applied to computer vision problems?

Can reinforcement learning algorithms be applied to computer vision problems? If yes, what are some examples of these applications?
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2answers
336 views

Do genetic algorithms also evolve?

After witnessing the rise of deep learning as automatic feature/pattern recognition over classic machine learning techniques, I had an insight that the more you automate at each level, the better the ...
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2answers
263 views

What are some intermediate or advanced books on neural networks?

Is anyone able to recommend some resources (preferably books) on the topic of neural networks that goes beyond that of introductory reading? I'm still relatively new to the subject, however, I have ...
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3answers
1k views

Is there a mathematical proof that shows that certain parameters work “better” than others for a certain task?

The machine learning community often only provides empirical results, but I am also interested in theoretical results and proofs. Specifically, is there a mathematical proof that shows that certain ...
3
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1answer
207 views

What chatbots can answer this type of simple question that only requires to keep track of the context?

I have tried with two chat-bots Cleverbot and Alan, and I got disappointing results. me: Socrates is a man bot: blah blah (common bot nonsense instead of an "ok") me: Who is a man? alan1: ...
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1answer
109 views

What research has been done in the domain of “general game playing”?

I have come across this domain via this Wikipedia article: General game playing So, where are we when it comes to general game playing AI? (The wiki article doesn't mention the recent advances and the ...
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1answer
186 views

Searching keywords on web

I have not studied machine learning or AI really, but my job sometimes requires me to automate stuff. Right now the requirement I have, seems to be under AI domain, but I am not sure about ...
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2answers
903 views

Can neural networks efficiently solve the traveling salesmen problem?

Can neural networks efficiently solve the traveling salesmen problem? Are there any research papers that show that neural networks can solve the TSP efficiently? The TSP is an NP-hard problem, so I ...
6
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2answers
416 views

Which machine learning algorithm could I use to break up a poem by lines?

I want to create a network to predict the break up of poetry lines. The program would receive as input an unbroken poem, and would output the poem broken into lines. For example, an unbroken poem ...
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3answers
539 views

Is there an AI model for generating sarcastic sentences?

I am currently working on an Android AI app. I am aware of AI models to generate random sentences. However, is there an AI model for generating sarcastic sentences?
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2answers
33k views

How can these 7 AI problem characteristics help me decide on an approach to a problem?

If this list1 can be used to classify problems in AI ... Decomposable to smaller or easier problems Solution steps can be ignored or undone Predictable problem universe Good solutions are ...
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1answer
310 views

Can Bayesian inference be combined with knowledge-based systems?

I've been struggling with the connection between knowledge-based AI systems and Bayesian inference for a while now. While I continue to sweep through the literature, I would be happy if someone can ...
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1answer
359 views

What kind of algorithm is used by StackGAN to generate realistic images from text?

What kind of algorithm is used by StackGAN to generate realistic images from text? How does StackGAN work?
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1answer
569 views

Can games be solved without an evaluation function?

Fundamentally, a game-playing AI must solve the problem of choosing the best action from a set of possible actions. Most existing game AI's, such as AlphaGo, do this by using an evaluation function, ...
12
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1answer
5k views

Which approaches could I use to create a simple chatbot using a neural network?

I wanted to start experimenting with neural networks, so I decided to make a chatbot (like Cleverbot, which is not that clever anyway) using them. I looked around for some documentation and I found ...
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3answers
2k views

How can you represent the state and action spaces for a card game in the case of a variable number of cards and actions?

I know how a machine can learn to play Atari games (Breakout): Playing Atari with Reinforcement Learning. With the same technique, it is even possible to play FPS games (Doom): Playing FPS Games with ...
3
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1answer
303 views

How exactly does Angelina design games?

In the recent festival of science, there was a talk given by researcher Mike Cook about: ANGELINA, an AI game designer that has invented game mechanics, made games about news stories, and was the ...
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1answer
349 views

What are some resources on continuous state and action spaces MDPs for reinforcement learning?

Most introductions to the field of MDPs and Reinforcement learning focus exclusively on domains where space and action variables are integers (and finite). This way we are introduced quickly to Value ...
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3answers
125 views

Is there any research work on the usefulness of the concept of “personality” for an AGI?

Humans have been endowed with personalities by nature, and it is not clear (to me at least) if this is a feature or a bug. This has been explored in science fiction by various notions of Borg-like ...
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1answer
779 views

Are there any machine learning techniques to detect coding standard violations?

Are there any machine learning techniques (such as deep learning or evolutionary algorithms) to detect coding standard violations? Which one would be more suitable? I don't have any specific ...
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2answers
187 views

Is there any artificial intelligence that possesses “concentration”?

Humans can do multiple tasks at the same (e.g. reading while listening to music), but we memorize information from less focused sources with worse efficiency than we do from our main focus or task. ...
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3answers
937 views

Is there any research on the application of AI for drug design?

Is there any research on the application of AI for drug design? For example, you could train a deep learning model about current compounds, substances, structures, and their products and chemical ...
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2answers
2k views

How to write a C decompiler using AI?

I would like to learn more about whether it is possible and how to write a program that decompiles executable binary (an object file) to the C source. I'm not asking exactly 'how', but rather how this ...
3
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1answer
280 views

In what ways can connectionist A.I. be integrated with GOFAI?

In what ways can connectionist artificial intelligence (neural networks) be integrated with Good Old-Fashioned A.I. (GOFAI)? For instance, how could deep neural networks be integrated with knowledge ...

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