Advancing NLP with Efficient Projection-Based Model Architectures
Posted by Prabhu Kaliamoorthi, Software Engineer, Google Research Deep neural networks have radically transformed natural language processing (NLP) in the
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Improving the Accuracy of Genomic Analysis with DeepVariant 1.0
Posted by Andrew Carroll, Product Lead, and Pi-Chuan Chang, Technical Lead, Google Health Sequencing genomes involves sampling short pieces of
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Improving Sparse Training with RigL
Posted by Utku Evci and Pablo Samuel Castro, Research Engineers, Google Research, Montreal Modern deep neural network architectures are often
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Imitation Learning in the Low-Data Regime
Posted by Robert Dadashi, Research Software Engineer, and Léonard Hussenot, Student Researcher, Google Research Reinforcement Learning (RL) is a paradigm
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The Technology Behind our Recent Improvements in Flood Forecasting
Posted by Sella Nevo, Senior Software Engineer, Google Research, Tel Aviv Flooding is the most common natural disaster on the
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KeyPose: Estimating the 3D Pose of Transparent Objects from Stereo
Posted by Kurt Konolige, Software Engineer, Robotics at Google Estimating the position and orientation of 3D objects is one of
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Using Machine Learning to Detect Deficient Coverage in Colonoscopy Screenings
Posted by Daniel Freedman and Ehud Rivlin, Research Scientists, Google Health Colorectal cancer (CRC) is a global health problem and
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Scaling Up Fundamental Quantum Chemistry Simulations on Quantum Hardware
Posted by Nicholas Rubin and Charles Neill, Research Scientists, Google AI Quantum Accurate computational prediction of chemical processes from the
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Axial-DeepLab: Long-Range Modeling in All Layers for Panoptic Segmentation
Posted by Huiyu Wang, Student Researcher, and Yukun Zhu, Software Engineer, Google Research The success of convolutional neural networks (CNNs)
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An Analysis of Online Datasets Using Dataset Search (Published, in Part, as a Dataset)
Posted by Natasha Noy, Research Scientist; and Omar Benjelloun, Software Engineer, Google Research There are tens of millions of datasets
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