Releasing the Drosophila Hemibrain Connectome — The Largest Synapse-Resolution Map of Brain Connectivity
In collaboration with the FlyEM team at HHMI’s Janelia Research Campus and several other research partners, Google AI released the “hemibrain” connectome, a highly detailed map of neuronal connectivity in the fly brain, along with a suite of tools for visualization and analysis.
(Google AI) / (Paper)
ACM, SIGCHI, and the Economics of Open Access Publishing
Publishing has material costs, and understanding the economics of non-profit publishing is important for meaningful discussions about open access. Scholarly societies are non-profit organizations that sustain important community activities by reinvesting revenue from various sources, including publishing. If we want universal gold open access, we need to explore other economic models or reduce community activities
Google Favors Temporary Facial Recognition Ban as Microsoft Pushes Back
The regulation of facial recognition is emerging as a key disagreement among the world’s biggest tech companies, with Alphabet and Google CEO Sundar Pichai suggesting a temporary ban, as recently suggested by the EU, might be welcome, while Microsoft’s chief legal officer Brad Smith cautions against such intervention.
Advbox: A Toolbox to Generate Adversarial Examples That Fool Neural Networks
Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle, PyTorch, Caffe2, MxNet, Keras, TensorFlow and it can benchmark the robustness of machine learning models.
The Synthinel-1 Dataset: A Collection of High Resolution Synthetic Overhead Imagery for Building Segmentation
Researchers develop an approach to rapidly and cheaply generate large and diverse virtual environments from which we can capture synthetic overhead imagery for training segmentation CNNs. Using this approach, generate and publicly-release a collection of synthetic overhead imagery – termed Synthinel-1 with full pixel-wise building labels.
RobBERT: a Dutch RoBERTa-based Language Model
Researchers used RoBERTa, a robustly optimized BERT approach, to train a Dutch language model called RobBERT. Researchers show that RobBERT improves state of the art results in Dutch-specific language tasks, and also outperforms other existing Dutch BERTbased models in sentiment analysis.
(Synced) / (KU Leuven & TU Berlin)
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Google Introduces Flax: A Neural Network Library for JAX
Google recently introduce Flax — a neural network library for JAX that is designed for flexibility. Flax can train neural networks by forking an example from its official GitHub repository. When it comes to modifying models, developers need no longer add features to the framework, they can simply modify the training loop (such as train_step setting) to achieve the same result.
Give Your Apps a New Interface With Neural Style Transfer!
To enable both content creators and end users to seriously restyle their apps’ interfaces while maintaining content detail clarity essential to their usability, researchers from Stanford have proposed ImagineNet, a novel and powerful new tool for interface customisation.
Share My Research
Share My Research is a new Synced column that welcomes scholars to share their own research breakthroughs with global AI enthusiasts. Beyond technological advances, Share My Research also calls for interesting stories behind the research and exciting research ideas. Share your research with us by clicking here.
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