エピソード
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Poaching is a multi-billion dollar illegal industry, and AI is being used to combat it. Techniques such as infrared cameras, game theory, sound analysis, reinforcement learning, drones, and 3D printers are being employed to identify and track animals, detect poachers, disrupt the poaching market, and preserve wildlife. Other solutions such as trap cameras and existing datasets are being used to help with the preservation of wildlife and stop poaching.
This episode was recorded 2 weeks before the war in Ukraine, some things might feel out of context/out of place.
Episode powered by https://cleanvoice.ai
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Can AI be our Friend? In this episode, we talk how AI is used as a companion. We talk about the good, bad and ugly of AI from healthcare to personal development.
References:
https://arxiv.org/abs/2008.05382
https://arxiv.org/abs/2110.07404
https://arxiv.org/abs/2112.08261
https://arxiv.org/abs/2112.04913
https://replika.ai/
https://www.askui.com/
Twitter Adrian https://twitter.com/adrian_spataru
Linkedin Adrain : https://www.linkedin.com/in/spataru
Linkedin Bohdan : https://www.linkedin.com/in/bandrusyak/
This podcast is Powered by Cleanvoice ( https://cleanvoice.ai )
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エピソードを見逃しましたか？
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Over the last few years, military funding for artificial intelligence has increased steadily. In this podcast, we talk about current applications of AI in modern warfare, as well as the current state of affairs with AI in the military.
References:
https://www.researchgate.net/publication/347631413_Artificial_Intelligence_Aided_Electronic_Warfare_Systems-Recent_Trends_and_Evolving_Applications
https://www.rand.org/content/dam/rand/pubs/research_reports/RR3100/RR3139-1/RAND_RR3139-1.pdf
https://www.brookings.edu/techstream/applying-arms-control-frameworks-to-autonomous-weapons/
Power by https://cleanvoice.ai
Twitter Adrian https://twitter.com/adrian_spataru
Linkedin Adrain : https://www.linkedin.com/in/spataru
Linkedin Bohdan : https://www.linkedin.com/in/bandrusyak/
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Milk? Tomatoes? In this episode, we talk how AI help us in agriculture. From seed generation to harvesting and more in this episode.
Strawberry Picker:
https://onlinelibrary.wiley.com/doi/full/10.1002/rob.21889
Survey on CV and Agriculture
https://arxiv.org/pdf/2006.11391v1.pdf
Landscape Vegetation
https://arxiv.org/pdf/2005.03743v1.pdf
Detecting weeds froms crops
https://arxiv.org/pdf/2009.05750v1.pdf
WeedNet
https://arxiv.org/pdf/1709.03329v1.pdf
Find new Corn Species: DeepCorn
https://arxiv.org/pdf/2007.10521v2.pdf
Startups
https://smaxtec.com/en/
https://www.mindwaveai.com/industries/agriculture/
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How can AI help our mental health? Can it identify depression better than humans? What is the impact of current algorithm on our health? We answer these questions and more in this episode.
Great Ted talk on how to build embedding of psychiatrist session
https://www.youtube.com/watch?v=ZkTvw3usMw4
Papers
Overview of articles analysing chatbots for helping with mental health
Depression Detection for Social Media http://ceur-ws.org/Vol-2523/paper26.pdf
Face Detection Emotions (and detecting fake emotions)
https://arxiv.org/pdf/2008.11353v1.pdf
https://arxiv.org/abs/2104.11612v1
Chatbot help to diagnose depression
Adrian's Twitter: https://twitter.com/adrian_spataru
Adrian Spataru Linkedin: https://www.linkedin.com/in/spataru/
Bohdan Andrusyak Linkedin: https://www.linkedin.com/in/bandrusyak/This podcast is power by cleanvoice.ai
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Can AI create memes? Be funny? In this episode, we explore the dank world of AI generated content.
GPT-3 Actually useful for explaining jokes.
https://medium.com/ml-everything/using-gpt-3-to-explain-jokes-2001a5aefb68
Actually Jokes
https://www.gwern.net/GPT-3#navy-seal-copypasta
Papers
https://github.com/schesa/ai-memes
https://ai.facebook.com/blog/hateful-memes-challenge-and-data-set/
https://arxiv.org/pdf/1806.04510.pdf
Questions?
Adrian Spataru Linkedin: https://www.linkedin.com/in/spataru/
Bohdan Andrusyak Linkedin: https://www.linkedin.com/in/bandrusyak/ -
Should AI be left alone by legal scrutiny? In this episode, we talk about the regulatory frameworks in the USA & EU regarding Artificial Intelligence, what technologies are banned and how the future (from the legal perspective) will look like.
References:
EU AI Regulations: https://ec.europa.eu/commission/presscorner/detail/en/ip_21_1682
USA AI Regulations: https://www.bakermckenzie.com/-/media/files/people/chae-yoon/rail-us-ai-regulation-guide.pdfQuestions?
Adrian Spataru Linkedin: https://www.linkedin.com/in/spataru/
Bohdan Andrusyak Linkedin: https://www.linkedin.com/in/bandrusyak/ -
Can AI lead our country? In this episode, we explore how AI is helping politicians getting elected, create policies and make our governments more efficient.
References
The AI Economist:Improving Equality and Productivity with AI-Driven Tax Policies
https://arxiv.org/pdf/2004.13332.pdfExamples of data-driven policies
https://www.liberalforum.eu/wp-content/uploads/2019/11/PUBLICATION_AI-in-e-governance.pdfMicrosoft Report on AI and the public sector
https://info.microsoft.com/rs/157-GQE-382/images/EN-CNTNT-eBook-artificial-SRGCM3835.pdfCases of AI Politicians
https://en.wikipedia.org/wiki/Virtual_politicianHow AI is perceived in policy making?
https://www.weforum.org/agenda/2019/03/a-surprising-number-of-people-trust-ai-to-make-better-policy-decisions-than-politiciansAI Policy Making by EU
https://ec.europa.eu/jrc/communities/sites/jrccties/files/06_berg.pdfQuestions?
Adrian Spataru Twitter: https://twitter.com/adrian_spataru
Adrian Spataru Linkedin: https://www.linkedin.com/in/spataru/
Bohdan Andrusyak Linkedin: https://www.linkedin.com/in/bandrusyak/ -
What are we eating today? A questions which we ask our self everyday. What if AI can help us answer this questions. We will explore cooking robots, nutrition detection and more.
References
Samsung Robot Chef - https://www.techradar.com/news/samsungs-bot-chef-made-me-a-salad-at-ces-2020-and-i-ate-it
Towards Automatic Nutritional Understanding of Generic Food - https://arxiv.org/abs/2103.03375
Formation of Social Ties Influences Food Choice - https://arxiv.org/abs/2102.08755
Uncovering the nutritional landscape of food - https://arxiv.org/abs/1408.3600Questions?
Adrian Spataru Twitter: https://twitter.com/adrian_spataru
Adrian Spataru Linkedin: https://www.linkedin.com/in/spataru/
Bohdan Andrusyak Linkedin: https://www.linkedin.com/in/bandrusyak/ -
AI is a just a tool. It can be used for good or evil. Today, we will talk about the later and the different ways criminals are using AI for profit.
References
https://www.europol.europa.eu/sites/default/files/documents/malicious_uses_and_abuses_of_artificial_intelligence_europol.pdf
https://crimesciencejournal.biomedcentral.com/track/pdf/10.1186/s40163-020-00123-8.pdf
Questions?
Adrian Spataru Linkedin: https://www.linkedin.com/in/spataru/
Bohdan Andrusyak Linkedin: https://www.linkedin.com/in/bandrusyak/ -
From designing clothes to selling them online. We talk how AI is currently changing the Fashion Industry & the ethical implications.
Adrian Spataru Linkedin: https://www.linkedin.com/in/spataru/
Bohdan Andrusyak Linkedin: https://www.linkedin.com/in/bandrusyak/References
Startups
https://www.reactivereality.com/
https://www.detego.com/
https://datagrid.co.jp/en/
www.holition.com
www.intelistyle.com
www.snap.vision
www.genostyle.com
https://www.stitchfix.com/
https://www.zalando.at/
Papers
https://arxiv.org/pdf/2102.03503.pdf
https://arxiv.org/pdf/2102.11263.pdf
https://arxiv.org/pdf/2011.09663v1.pdf
https://arxiv.org/pdf/2008.11662v2.pdf
https://arxiv.org/pdf/2003.13988v2.pdf
https://arxiv.org/pdf/2102.04727v1.pdf
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References
Procrastinating Students: https://arxiv.org/abs/2102.00089
Evaluating Teachers: https://arxiv.org/abs/2012.01633
Video Summarization of online classes: https://arxiv.org/abs/2101.06328
Knowledge tracing and performance prediction https://arxiv.org/abs/2012.12218
Improving performance of students: https://arxiv.org/abs/2012.01187
Do online courses provide good education https://arxiv.org/abs/2007.06994
Gamification and Education: https://arxiv.org/abs/2008.05473
Our Data Science Course: https://www.mlgraz.at/course
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#References
https://strykerlabs.io/What AI can do for Football, and What Football can do for AI - Liverpool Research (enough for this podcast..quite dense) https://arxiv.org/pdf/2011.09192v1.pdfEvaluating Soccer Player: from Live Camera to Deep Reinforcement Learninghttps://arxiv.org/abs/2101.05388v1TrackNet: A Deep Learning Network for Tracking High-speed and Tiny Objects in Sports Applicationshttps://arxiv.org/abs/1907.03698v1SoccerNet-v2 : A Dataset and Benchmarks for Holistic Understanding ofBroadcast Soccer Videoshttps://arxiv.org/pdf/2011.13367v1.pdfhttps://techcrunch.com/2021/01/06/veo-raises-25m-for-ai-based-cameras-that-record-and-analyze-football-and-other-team-sports/https://www.stancebeam.com/https://edisn.ai/https://www.fullvenue.ai/https://iqoniq.com/#Social Media
Adrian Spataru - https://www.linkedin.com/in/spataru/Bohdan Andrusyak - https://www.linkedin.com/in/bandrusyak/ -
Adrian's Linkedin: https://www.linkedin.com/in/spataru/
Bohdan's Linkedin: https://www.linkedin.com/in/bandrusyak
References:
https://heartofnoise.com/products/galaxynth/https://nsynthsuper.withgoogle.com/https://ailabs.tw/human-interaction/compound-word-transformer-generate-pop-piano-music-of-full-song-length/https://ailabs.tw/human-interaction/guitar-transformer-and-jazz-transformer/https://openai.com/blog/jukebox/https://magenta.tensorflow.org/studiohttps://magenta.tensorflow.org/onsets-frameshttps://magenta.tensorflow.org/music-vaehttps://magenta.tensorflow.org/lofi-playerhttps://magenta.tensorflow.org/transculturalhttps://magenta.tensorflow.org/tone-transferhttps://www.aiva.ai/https://www.ampermusic.com/https://soundraw.io/https://moises.ai/https://www.musicbusinessworldwide.com/spotify-just-invented-ai-technology-that-will-police-songwriter-plagiarism/https://cordis.europa.eu/article/id/421438-ai-composers-create-music-for-video-gameshttps://www.yamaha.com/en/about/ai/dear_glenn/ -
References
The AI of Alien Isolation: https://www.youtube.com/watch?v=Nt1XmiDwxhY
AlphaGo: https://deepmind.com/research/case-studies/alphago-the-story-so-far
AlphaMu/AlphaZero Paper: https://arxiv.org/abs/1712.01815
OpenAI Hide & Seek: https://openai.com/blog/emergent-tool-use/
Game Balancing Software: https://machinations.io/
Robust Motion In-betweening: https://static-wordpress.akamaized.net/montreal.ubisoft.com/wp-content/uploads/2020/07/09155337/RobustMotionInbetweening.pdf
Deep Reinforcement Learning for Navigation in AAA Video Games: https://montreal.ubisoft.com/en/deep-reinforcement-learning-for-navigation-in-aaa-video-games/
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With a $19 billion market cap, the Anime industry can benefit from machine learning methods. We will talk about current methods and the future of the industry as a whole.
