[202204027] Boostcamp-AI-Casual-Talk - 5회차

[ili0820]

News

• ICLR 2022
  • ICLR 2022 - A selection of 10 papers you shouldn't miss

Arxiv

• StyleGAN-Human: A Data-Centric Odyssey of Human Generation

  • Demo

  • Question-1: What is the relationship between the data size and the generation quality?

  • Question-2: What is the relationship between the data distribution and the generation quality?

  • Question-3: What is the relationship between the scheme of data alignment and the generation quality?

  • Photorealistic Monocular 3D Reconstruction of HumansWearing Clothing

Etc

• Using consumer feedback from location-based services in PoI recommender systems for people with autism

[ijkimmy]

News

• GM Patents Autonomous Tech to Train New Drivers Sans Instructor
• Actors launch campaign against AI 'show stealers'
• Amazon opens MASSIVE AI speech dataset so Alexa can speak your language
• How AI is helping address the climate crisis
• KAIST 김경민 교수 연구팀, 두뇌 신경 조율 활동 구현한 인공지능 하드웨어와 관련 AI 알고리즘 개발

Arxiv

• Performer: A Novel PPG to ECG Reconstruction Transformer For a Digital Biomarker of Cardiovascular Disease Detection

[hawe66]

DeepMind Neuroscience Series - 2

Prefrontal cortex as a meta-reinforcement learning system

- Setup

• Modeling brain's cortico-striatal loop as 1 LSTM layer
• Trained via A2C (advantageous actor-critic) algorithm analogous to phasic dopamine learning
• Froze weights and observed output activations while doing the tasks

- Simulation Results

• Various two-armed bandits tasks

[sunbi-s]

News

• http://www.gameple.co.kr/news/articleView.html?idxno=202391
• https://blog.ncsoft.com/ai-reinforcement-learning-1/

[hawe66]

수고하셨뜹니다 ㅎㄷㄷ....