Questions tagged [research]

For questions related to in-depth study or academic research. Do NOT use this tag when you are trying to find something out.

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Are There Scientific Papers on Methods for Robustifying LLMs and Current Challenges They Face?

I'm currently researching Large Language Models (LLMs) and am particularly interested in the recent advancements and challenges in this field. My focus is on understanding the methods being developed ...
Iman Mohammadi's user avatar
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0 answers
14 views

Support Vector Machine used in Image Classification

I am looking for a reference preferably a paper that details how Support Vector Machines (SVMs), and OpenCV were used to perform image classification before Convultional Neural Networks (CNNs). I am ...
Jose M Serra's user avatar
0 votes
1 answer
67 views

Is there any justification for excluding core statistics in 'AI Death Predictor' Paper?

Over the last few days I have been seeing a lot of buzz and news articles about an AI death predictor that is 'highly accurate' based on a 'life story'. Due accuracy being such a poor indicator of ...
JimmyJames's user avatar
1 vote
0 answers
459 views

Training/Fine Tuning LLaVa

We wanted to fine-tune LLaVa model on some custom set of images. I wanted to know the Dataset format required for training and then finetuning.
Anonymous Atom's user avatar
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24 views

Offline CartPole on infinitely long line?

I am tentatively exploring some RL research that involves doing offline RL on a version of the Gymnasium CartPole where the cart can move on $\mathbb R$, as opposed to the standard version (see link) ...
Novice's user avatar
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What types of econometrics model is necessary for the tittles: determinants of farmers preference of species for smallholder homegarden agroforestry

What types of econometrics model is required for the tittle; determinants of farmers preferences of species in smallholder homegarden agroforestry
abdela mohammed's user avatar
1 vote
2 answers
478 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
Self Smarted's user avatar
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0 answers
24 views

which journals accept an original idea on AI based face recognition tool as a conceptual paper

I have an original idea/concept for a new face recognition AI based tool. I do not want to patent it but wish to publish it as a conceptual paper, that is to share the original concept. which journals ...
Bhumika Patankar's user avatar
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17 views

Change in the Structure of Deep Associative Networks since their Inception

I am trying to understand how far associative networks have evolved from the Hopfield network. A lot of the research is only available to institutions which is why I deferred to this stack exchange. ...
DragonflyRobotics's user avatar
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125 views

Computational overhead of "SCALING FORWARD GRADIENT WITH LOCAL LOSSES"

The paper "SCALING FORWARD GRADIENT WITH LOCAL LOSSES" discusses a new way of training deep neural networks called forward gradient learning. This method is different from the traditional ...
caesar's user avatar
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1 answer
60 views

Difficulty in coding research papers [closed]

I understood how Yolov1 works but finding difficulty in coding it. How should I proceed?
vivian.ai's user avatar
-3 votes
1 answer
521 views

Why would an AI researcher publish their breakthrough models solely on arxiv?

My question is in general why would an AI researcher choose to publish solely on arxiv, and what are the downsides and upsides? I understand on the one hand arxiv allows for rapid release of results. ...
yters's user avatar
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-1 votes
4 answers
246 views

As a intermediate in Deep Learning, from which research paper should I start reading from? [closed]

I have done Andrew Ng's ML and DL courses, and some projects and implemented some important ML algorithms from scratch. Now reading the deep learning book. <=(Edited) I want to start from the ...
vivian.ai's user avatar
0 votes
1 answer
84 views

How do I implement the 'gradient clipping' in the Neural Replicator Dynamics paper?

The paper is here https://arxiv.org/pdf/1906.00190.pdf and the relevant paragraph where they explain their method is below: It's still not clear to me how this is meant to work exactly. In the pseudo-...
Ryan Keathley's user avatar
0 votes
0 answers
31 views

How to find AI research papers where authors provide source codes that will reproduce the experiments described in the paper?

It is important for a research paper to include raw data and code for scientific replicability, verifiability, and falsifiability. However, as noted by nbro, roughly 5% percent of papers have code ...
High GPA's user avatar
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1 vote
1 answer
69 views

Is it common that an applied deep learning research paper does not disclose any raw data and source code? [duplicate]

I think it is important for a research paper to include raw data and code for scientific replicability, verifiability, and falsifiability. However, recently, most of the research paper I read does not ...
High GPA's user avatar
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1 answer
38 views

How can I demonstrate a novel ML classification algorithm has value?

I designed a ML classification algorithm that's simple, efficient, and effective. It's not perfect, but seems to be widely applicable across domains. I'd like to submit it for publication, but I don't ...
J Doug's user avatar
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2 votes
1 answer
162 views

Can AI be used for grading code copy exercises and adjust difficulty based on these scores?

I'm a senior in a bachelor Multimedia and Creative Technology. My experience is mostly full-stack web app development. For my bachelor's thesis, I need to do research in a subject I have no experience ...
Kobe Marchal's user avatar
8 votes
3 answers
2k views

Is it okay to use publicly available Instagram videos to train an AI?

Since I haven't found any good training data for my university project, I want to use pictures and videos from public Instagram profiles. Am I allowed to do that?
Bert Gayus's user avatar
5 votes
2 answers
880 views

Should I repeat lengthy deep learning experiments to average results ? How to decide how many times to repeat?

I am doing my MSc thesis on deep learning. My model takes many hours to train. Part of what I do is trying different parameters and settings hoping that they will achieve different results. But I ...
Manveru's user avatar
  • 221
10 votes
2 answers
147 views

Is there a venue to publish negative results in AI/ML domain?

Negative results occur frequently in AI/ML research (and perhaps in other domains too). Most of the time, these results are not published. This is mostly because your typical AI/ML conference doesn't ...
SpiderRico's user avatar
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0 answers
31 views

Non-locally Electrically Programmable Logic Gates - Technological Advances Progress

Preface: I’d like to clarify that I understand what a relay is and that a PLC uses a fairly conventional microprocessor that only digitally establishes logical logic gate configuration as a digitally ...
Anony Mous's user avatar
1 vote
1 answer
477 views

Why many deep learning research papers continue to be in arXiv?

There are plenty of research papers, especially in deep learning are present only in arXiv with large number of citations. I cannot find them in journals as peer-reviewed ones. For example if I search ...
hanugm's user avatar
  • 3,830
2 votes
1 answer
120 views

Do researchers generally treat tensors just as mathematical objects with certain shape?

Most of the practical research in AI that includes neural networks deals with higher dimensional tensors. It is easy to imagine tensors up to three dimensions. When I ask the question How do ...
hanugm's user avatar
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0 answers
36 views

Do deep learning researchers generally visualize intermediate steps?

Many researchers in deep learning research come up with new CNN architectures. The architectures are (just) combinations of a few existing layers. Along with their mathematical intuition, in general, ...
hanugm's user avatar
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2 votes
0 answers
43 views

How much research, approximately, is done in ANNs?

Does someone know where can I find information about how much research, nowadays, is done in ANNs? I've checked in this document Redes Neuronales: Conceptos básicos y aplicaciones, Universidad ...
Verónica Rmz.'s user avatar
4 votes
2 answers
713 views

What algorithms are used in Artificial General Intelligence research?

I've read on wiki that already in 2017 there were over 40 institutions researching AGI, and I wonder what type of algorithms are being studied and developed in this field. For example, for comparison ...
GKozinski's user avatar
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1 vote
0 answers
98 views

Which topics about/in OpenCog could be researched in a Ph.D. thesis

In this interview with Lex Fridman and Ben Goertzel, at 2:23:48, Lex asks about possibilities for young people in the domain of AGI research. Ben Goertzel then answers that there are various ...
user's user avatar
  • 145
5 votes
1 answer
71 views

In the field of Deep Learning research, what considerations do researchers take into account when inventing new neural network models?

I am not a researcher, but I am curious to know what considerations are relevant to take into account during research for the invention of a new neural network model, and what relevant knowledge ...
Andres Sarmiento's user avatar
0 votes
1 answer
91 views

On what basis is MATLAB "inflexible" to perform ML/AI research on it?

During a course review, I have provided my opinion on the course overall. I stated that MATLAB is also a great environment to program and do research for ML/AI, but my professor seemed to have taken ...
SPARSE's user avatar
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2 votes
0 answers
146 views

Did the Hutter Prize help research in artificial intelligence in any way?

Wikipedia states: The Hutter Prize is a cash prize funded by Marcus Hutter which rewards data compression improvements on a specific 1 GB English text file. The goal of the Hutter Prize is to ...
Franck Dernoncourt's user avatar
4 votes
1 answer
69 views

Is there a document with a list of conjectures or research problems regarding reinforcement learning (like the Millennium Prize Problems)?

Is there a document with a list of conjectures or research problems regarding reinforcement learning like the Millennium Prize Problems?
TedZad's user avatar
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1 vote
0 answers
32 views

Is the framework provided by this paper for checking the constraints of AI systems really new?

The authors of this paper present a framework for checking the constraints of AI systems using formal argumentative logic between 2 agents: an interrogating agent and a suspect agent. The ...
Moonper's user avatar
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3 votes
0 answers
87 views

What is the reverse of passing a Turing test by a human pretending to be a robot that can't be identified?

A Turing Test is a method of inquiry for determining whether or not a computer is capable of thinking like a human being. In an ideal Turing test, it would be clear to differentiate between a real ...
Michael Lai's user avatar
3 votes
1 answer
328 views

Are there any active areas of research in machine learning that do not involve neural networks at all?

So far, I have not been able to find many papers that do not involve neural networks, so I was hoping I can gain some insight here. Any references would be greatly appreciated.
mhdadk's user avatar
  • 243
2 votes
1 answer
135 views

Can TensorFlow, PyTorch, and other mainstream ML frameworks be used for research-grade work in AI?

Many authors of research papers in AI (e.g. arXiv) write their neural networks from the ground-up, using low-level languages like C++ to implement their theories. Can existing open source frameworks ...
Cybernetic's user avatar
5 votes
1 answer
144 views

Research into social behavior in Prisoner's Dilemma

I've been working on research into reproducing social behavior using multi-agent reinforcement learning. My focus has been on a GridWorld-style game, but I was thinking that maybe a simpler Prisoner's ...
Ram Rachum's user avatar
0 votes
1 answer
37 views

What is the process of inventing deep neural network models? How researchers deal with long training times?

After reading this topic on GitHub how long time it takes to train YOLOV3 on coco dataset I was wondering how researchers deal with long training times while inventing new architectures. I imagine ...
karlosos's user avatar
  • 101
1 vote
0 answers
160 views

Can any area of math come into play in Machine Learning Research?

As I read online following areas in mathematics come into play in ML research Linear Algebra Calculus Differential Equations Probability Statistics Discrete Mathematics Optimization Analytic Geometry ...
user158's user avatar
  • 111
3 votes
1 answer
230 views

How do AI researchers imagine higher dimensions?

We can visualize single, two, and three dimensions using websites or imagination. In the context of AI and, in particular, machine learning, AI researchers often have to deal with multi-dimensional ...
hanugm's user avatar
  • 3,830
4 votes
2 answers
390 views

How much is currently invested in artificial general intelligence research and development?

How much is currently invested in artificial general intelligence research and development worldwide? Feel free to add company or VC names, but this is not the point. The point is to get an idea of ...
Winston's user avatar
  • 189
1 vote
0 answers
104 views

How differentiable programming and programming language supporting it will potentially help the development towards AGI?

After the state of the art Deep Learning techniques/algorithms being implemented in low-level languages like Objective-C, C++, etc to high-level languages like Python, JS, etc. and with the help of ...
Arpit-Gole's user avatar
3 votes
1 answer
122 views

Research paths/areas for improving the performance of CNNs when faced with limited data

I've been reading through the research literature for image processing, computer vision, and convolutional neural networks. For image classification and object recognition, I know that convolutional ...
The Pointer's user avatar
1 vote
1 answer
81 views

As an AI researcher, what subjects do you find yourself referring to most often? [closed]

This is a bit of a weird question. I am hoping to create an online reference since I have some downtime. I know some about statistics but very little about computer science. As a result, the ...
confused's user avatar
  • 143
0 votes
1 answer
190 views

What are the mathematical prerequisites needed to understand research papers on neural networks? [closed]

I know we have developed some mathematical tools to understand deep neural networks, gradient descent for optimization, and basic calculus. Recently, I encountered arxiv paper that describes higher ...
dato nefaridze's user avatar
0 votes
0 answers
41 views

Is it a good idea to train a neural network to classify images without base-hypothesis?

I'm a relative beginner in deep learning (understand by that, I'm doing my first Kaggle competition right now, and I have loads to learn still) and I was just wondering something. Let's say you have ...
H. Vilbert's user avatar
2 votes
0 answers
749 views

Ways to keep up with the latest developments in Machine Learning and AI?

With over 100 papers published in the area of artificial intelligence, machine learning and their subfields every day (source), accounting for ~3% of all publications world wide per year (source) and ...
Tinu's user avatar
  • 628
3 votes
4 answers
391 views

How can I read any AI paper?

I have studied linear algebra, probability, and calculus twice. But I don't understand how can I reach the level that I can read any AI paper and understand mathematical notation in it. What is your ...
Huseyin Okan Demir's user avatar
1 vote
0 answers
219 views

Creating 4k HDR video from 720p footage

So, my company recently bought a big 4k HDR TV for our reception, where we keep showing some videos that were originally shot/created at 720p resolution. Before this, we had a relatively small HD TV, ...
Mefitico's user avatar
  • 111
1 vote
1 answer
130 views

What are the real applications of hierarchical temporal memory?

What are the real applications of hierarchical temporal memory (HTM) in machine learning (ML) these days?
OmG's user avatar
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