"Computer Vision for a Camel-Vehicle Collision Mitigation System. (arXiv:2301.09339v1 [cs.CV])" — Testing different object detection models on the task of detecting camels on the road since in Saudi Arabia, due to the size of camels, camel-vehicle collisions result in a 25% fatality rate.

Paper: http://arxiv.org/abs/2301.09339

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Example images from the dataset…

"Efficient Training Under Limited Resources. (arXiv:2301.09264v1 [cs.LG])" — A demonstration that Neural Architecture Search (NAS), Hyper Parameters Optimization (HPO), and Data Augmentation help Deep Neural Networks (DNNs) perform much better when training time budget and size of the dataset are limited.

Paper: http://arxiv.org/abs/2301.09264

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"Apples and Oranges? Assessing Image Quality over Content Recognition. (arXiv:2301.09190v1 [cs.CV])" — An investigation of whether image recognition and quality assessment can be performed in a multitask learning manner.

Paper: http://arxiv.org/abs/2301.09190

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Architecture of the proposed IQ…

"Raw or Cooked? Object Detection on RAW Images. (arXiv:2301.08965v1 [cs.CV])" — An investigation of the hypothesis that the intermediate representation of visually pleasing images is sub-optimal for downstream computer vision tasks compared to the RAW image representation.

Paper: http://arxiv.org/abs/2301.08965

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Three qualitative examples from…

@greysemanticist I used to use the Mycroft extension to add custom search engines to Firefox, but have basically not used custom engines for at least 3 - 4 years and so have no idea if Mycroft still works and/or if it even exists anymore …

"Enactive Artificial Intelligence: Overcoming Male Gaze in Robot-Human Interaction" — The paper characterises AI design as a cultural practice; which is then specified in feminist technoscience principles, i.e. how gender and other embodied identity markers are entangled in AI. From this, the paper derives the conditions for Enactive Artificial Intelligence.

Paper: https://arxiv.org/abs/2301.08741

#AI #NewPaper #Robotics #HumanComputerInteraction

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"Is ChatGPT A Good Translator? A Preliminary Study" — An evaluation of ChatGPT for machine translation, including translation prompt, multilingual translation, and translation robustness.

TL;DR; "ChatGPT performs competitively with commercial translation products (e.g., Google Translate) on high-resource European languages but lags behind significantly on low-resource or distant languages."

Paper: https://arxiv.org/abs/2301.08745

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"Domain-agnostic and Multi-level Evaluation of Generative Models" — A framework for multi-level performance evaluation of generative models which could be employed across different domains (images, text, graphs, molecules, etc.)

Paper: https://arxiv.org/abs/2301.08750

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Overview of the MPEGO framework…

@Herstory We did try story books in the early days (3 - 4 years ago) but at that point we were trying to run before we could walk 😛

Now would certainly be a good time to go back to them, but personally, I'm too impatient to do that if I'm busy with other stuff. I hate having to stop to look up words instead of gaining an idea of what I'm reading based on context. My wife is more patient 🙂

So we probably will try the comics for a while and then go on from there. Thank you for the suggestions!

"Improving Deep Regression with Ordinal Entropy. (arXiv:2301.08915v1 [cs.CV])" — An investigation of the fact that in computer vision, formulating regression problems as a classification task often yields better performance, and shows that classification, with the cross-entropy loss, outperforms regression with a mean squared error loss in its ability to learn high-entropy feature representations.

Paper: http://arxiv.org/abs/2301.08915

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Feature learning of regression …

"A Large-scale Film Style Dataset for Learning Multi-frequency Driven Film Enhancement. (arXiv:2301.08880v1 [cs.CV])" — A large-scale and high-quality film style dataset to facilitate film-based image stylization research. The dataset includes three different film types and more than 5000 in-the-wild high resolution images.

Paper: http://arxiv.org/abs/2301.08880

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This figure contains input imag…

"Regeneration Learning: A Learning Paradigm for Data Generation. (arXiv:2301.08846v1 [cs.LG])" — A learning paradigm for data generation (e.g., text generation, speech recognition, speech synthesis, music composition, image generation, and video generation) which first generates Y' (an abstraction/representation of the target data, Y) from the source data, X, and then generates Y from Y'.

Paper: http://arxiv.org/abs/2301.08846

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Three types of tasks in machine…

"In-situ Water quality monitoring in Oil and Gas operations. (arXiv:2301.08800v1 [cs.CV])" — a model designed to enable users to determine contamination levels in water bodies with weak reflectance patterns such as small ponds based on satellite images.

Paper: http://arxiv.org/abs/2301.08800

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Image “a”shows data sample from…

"Visual Semantic Relatedness Dataset for Image Captioning. (arXiv:2301.08784v1 [cs.CL])" — A textual visual context dataset for captioning, in which the publicly available dataset COCO Captions has been extended with information about the scene (such as objects in the image).

Paper: http://arxiv.org/abs/2301.08784

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Examples of our proposed COCO b…

A total of 105 papers in the cs.CV category on arXiv.org today — 76 new, 29 updated.

Double the number as yesterday and so double the fun? 😛

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I talked yesterday about trying to decide whether we should give up on our 1000+ day streak on DuoLingo because stories were no longer fun (and DuoLingo seemed to be actually discouraging you from doing stories only ....)

We talked it over and decided that we weren't going to stick with it just for the sake of maintaining a streak 😛 So yesterday we switched over to reading comics in French and Spanish (on alternate days). It feels a lot more fun and I'm looking forward to today's reading ...

#DuoLingo #Language #Learning #Comics

@Herstory Personally, I don't think it's ever too late to learn new stuff 🙂 My wife started learning to draw a few months back and personally, I think she's doing great! (She sometimes begs to differ ...) We are both probably a bit older than you and so my point was that you can start learning something new at any point in your life and if anybody tells you otherwise, just ignore 'em 😛

@Herstory Sorry, I replied to you about this but apparently my app kind of messed up the reply (and the original post) by replacing it with multiple items I created today 😛

Basically, what I originally said was, I do realize that we can access the stories separately (we have the Stories page bookmarked so that we can get to them instead of going through the lesson path) but the issue is that the stories you see there are a subset of what we used to get.

In fact, it appears as if you only get some stories based on how much of the lesson you've completed. For the same language, say Spanish, I get a different number of stories than my wife since we've completed different amounts of the Spanish lesson. So that's a bit annoying.

Plus, there haven't been any new stories in a while and we've been going through the same stories several times. So we gave up yesterday and switched to reading comics in French and Spanish since that's more fun 🙂

@shadowfacts Congratulations! This looks great 🙂

Thank you also for making the source code available! I generally prefer apps with source code available because then, if I want a particular feature and the developer is busy (or if there is a bug) I can do it myself.

I'm currently using a fork of Mastonaut so that I can add the features I wanted but that leaves my wife out of getting the features she wants since she's on iOS. So this would be a great way for me to ensure that we both have what we want 😛

(Just in case you get two replies from me, or get linked to a post which appears to have nothing to do with you, it's because my Mastonaut fork had a bug where I unknowingly edited an older post multiple times instead of creating new posts/replies. So if this did happen to you, sorry about that!)

At this point, “The Last of Us” is the TV show I anticipate the most. Maybe that’s not saying much, but still … 😛

Without spoiling anything, I love how they’ve portrayed zombies and want to learn more about the world with each episode.

We are huge fans of Naughty Dog games given that we played through all of the “Uncharted” games and “The Lost Legacy” too as fast as we could … and loved the story of “Uncharted 4” to bits.

But I didn’t know if we’d like “The Last of Us” since we kind of shy away from killing games and based on the premise, that’s what it sounded like … Now, after starting the TV show, I’m wondering if we should go back and play the game too … Also, there’s apparently a remake and so maybe it really is time to try it?

#TV #Gaming #PlayStation