Wierd AI

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

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

#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.pdf
• Evaluating Soccer Player: from Live Camera to Deep Reinforcement Learning
  • https://arxiv.org/abs/2101.05388v1
• TrackNet: A Deep Learning Network for Tracking High-speed and Tiny Objects in Sports Applications
  • https://arxiv.org/abs/1907.03698v1
• SoccerNet-v2 : A Dataset and Benchmarks for Holistic Understanding ofBroadcast Soccer Videos
  • https://arxiv.org/pdf/2011.13367v1.pdf
• https://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/studio
• https://magenta.tensorflow.org/onsets-frames
• https://magenta.tensorflow.org/music-vae
• https://magenta.tensorflow.org/lofi-player
• https://magenta.tensorflow.org/transcultural
• https://magenta.tensorflow.org/tone-transfer
• https://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-games
• https://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/