Every week we bring to you the best AI research papers, articles and videos that we have found interesting, cool or simply weird that week.
Have fun!
Research Papers
- Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
- Slowing Down the Weight Norm Increase in Momentum-based Optimizers
- The Collective Knowledge project: making ML models more portable and reproducible with open APIs, reusable best practices and MLOps
- AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks
- Coherent Reconstruction of Multiple Humans from a Single Image
- Variational Bayesian Monte Carlo with Noisy Likelihoods
- GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking with Multi-Feature Learning
- Are we done with ImageNet?
- How to Avoid Being Eaten by a Grue: Structured Exploration Strategies for Textual Worlds
- Background Modeling via Uncertainty Estimation for Weakly-supervised Action Localization
- The Collective Knowledge project: making ML models more portable and reproducible with open APIs, reusable best practices and MLOps
- Image Deconvolution via Noise-Tolerant Self-Supervised Inversion
- Learning a Unified Sample Weighting Network for Object Detection
Articles
- Deepfake Detection Challenge Results: An open initiative to advance AI
- Slightly Unnerving AI Produces Human Faces Out of Totally Pixelated Photos
- NeoML Released as TensorFlow Alternative
- Google Meet takes on Zoom with AI-powered noise cancellation
- Open Compound Domain Adaptation
- Dense pose for animal classes with transfer learning
- 10 Ways Enterprises Are Getting Results From AI Strategies
- An understanding of AI’s limitations is starting to sink in
- Why we switched from Flask to FastAPI for production machine learning
- Simple Transformers
- The key differences between rule-based AI and machine learning
- Deep learning-based surrogate models outperform simulators and could hasten scientific discoveries
- HANDS-ON GUIDE TO OBJECT DETECTION USING YOLO
- Artificial neural networks that mimic the flexibility and computing power of the brain
- MIT researchers train AI to predict how humans paint works of art
- What Do Machine Learning Engineers Do Anyway?
- AI Is Amazing But Complicated, And We Don’t Necessarily Need To Plunge In Headfirst
- Deep learning networks track up to 100 animals simultaneously
- Is artificial intelligence changing art?
Videos & Podcasts
- AI Simulating Humans to Understand Itself
- Local Motion Phases for Learning Multi-Contact Character Movements
- Differential Machine Learning 5min Video Overview
- Neil deGrasse Tyson and Sophia the Robot Explore COVID-19 and Artificial Intelligence
- Synthesizing High-Resolution Images with StyleGAN2
- Cell Exploration with ML at the Allen Institute
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