AI Research News Update: Issue 4 (Dec 6-12, 2021)

Thank you for signing up to my Newsletter. As always we try to bring the best AI research update to all of our readers.

Please find below some of the latest AI/ML research news from last week along with trending papers, scholarships, conferences, and trending Reddit posts.

Feel free to share your thoughts below in the comment section.

• Open-Access Data and Toolbox for Tracking COVID-19 Impact on Power Systems
• Boosting Active Learning via Improving Test Performance
• Graph-based Generative Face Anonymisation with Pose Preservation
• HairCLIP: Design Your Hair by Text and Reference Image
• Plenoxels: Radiance Fields without Neural Networks
• Extending nn-UNet for brain tumor segmentation
• Searching Parameterized AP Loss for Object Detection

• Google AI’s ‘TokenLearner’ Can Improve Vision Transformer Efficiency And Accuracy
• Researchers Propose ‘ProxyFL’: A Novel Decentralized Federated Learning Scheme For Multi-Institutional Collaborations Without Sacrificing Data Privacy
• Researchers Develop i-Melt: A Deep Neural Network That Can Predict Glass Quality Based On Melt Composition
• AI Researchers Propose ‘GANgealing’: A GAN-Supervised Algorithm That Learns Transformations of Input Images to Bring Them into Better Joint Alignment
• A New DeepMind Research Studies Language Modeling At Scale
• IBM Research Introduces ‘CodeNet’: A Large-Scale Dataset Aimed at Teaching AI to Code For Machine Learning Models
• Google AI’s New Study Focusses on Understanding What Linguistic Information is Captured by Language Models?
• The Researchers Propose a Family of Next Generation Transformer Models That Use Sparse Layers to Scale Efficiently and Perform Unbatched Decoding Much Faster than the Standard Type
• AMD Introduces Its MI200 Series GPUs: An Exascale-Class GPU Accelerators For Deep Learning
• MIT Researchers Propose ‘GeoMol’: A Deep Learning Model That Predicts The 3D Shapes Of Drug-Like Molecules
• Meta AI Develops A Conversational Parser For On-Device Voice Assistants
• Researchers from Sea AI Lab and National University of Singapore Introduce ‘PoolFormer’: A Derived Model from MetaFormer for Computer Vision Tasks
• AWS Launches ‘SageMaker Studio Lab’: A Free Tool To Learn and Experiment With Machine Learning
• LinkedIn Formulates Entity Inference As An Inference Problem Using Graph Neural Networks

• The Carbon Footprint of Machine Learning
• Announcing the Transactions on Machine Learning Research
• Researchers at the University of Texas have discovered a new way for neural networks to simulate symbolic reasoning. This discovery sparks an exciting path toward uniting deep learning and symbolic reasoning AI
• I'm Releasing Three of my Pokemon Reinforcement Learning AI tools, including a Computer Vision Program that can play Pokemon Sword Autonomously on Nintendo Switch | [Video Proof][Source Code Available]
• Research brings analog computers just one step from digital. Researchers have designed a new kind of circuit, which brings the flexibility of neural networks to bear on an emerging technology: processing-in-memory (PIM) computing.

• PhD position to develop machine learning algorithms to improve the understanding of the Brugada syndrome (Vrije Universiteit Brussel)
• PhD Studentship: Machine Learning Methods for Integrating 'Omics Data in the Study of the Human Microbiome (Earlham Institute?)
• PhD Studentship: AI and Machine Learning for Improving Livestock Welfare and Reducing Carbon Emissions ( Loughborough University)
• Research Assistant with the possibility for PhD: Artificial intelligence and machine learning for glass grinding (The Institute of Machine Tools and Manufacturing (IWF) at ETH Zurich)
• PhD position in statistical genetics and computational biology: analysis of multi-omics biological data in novel populations of Brachypodium (Aarhus University (AU)

• ICAPS 2022 (Paper Submission: December 15, 2021)
• LREC 2022
• FAccT 2022
• CHIL 2022
• IJCAI 2022

About:?

Asif Razzaq:?Asif Razzaq is an AI Journalist and Cofounder of Marktechpost, LLC. He is a visionary, entrepreneur, and engineer who aspires to use the power of Artificial Intelligence for good.

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