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Yoshua Bengio: Yoshua BengioOCFRSC (born 1964 in Paris, 法国）是加拿大人 计算机科学家，因在 人工神经网络 and deep learning. 他是2018年的共同获奖者 ACM A.M. Turing Award for his work in 深度学习。 He is a professor at the Department of Computer Science 和 Operations Research at the 蒙特利尔大学 和...的科学总监

Most AI systems excel in generating specific responses to a particular problem. Today, AI can outperform humans in various fields. For AI to do any task it is presented with; it needs to generalize, learn, 和 understand new situations as they occur without supplementary guidance. However, as humans can recognize chess 和 Poker both as games in...

The emergence 和 constant refining of 生成对抗网络 （GAN）通过AI产生了各种风格的令人印象深刻的艺术品。普林斯顿大学本科生爱丽丝·薛（Alice Xue）最近为中国山水画一代设计了GAN框架，该框架非常有效，以至于无法将其作品与真实事物区分开。 According to this 论文，拟议的框架，...

NVIDIA researchers introduce an AI system that generates a realistic talking-head video of a person using one source image 和 a driving video. The source image encodes an individual’s appearance, 和 the driving video directs motions in the resulting video.  研究人员提出了一种纯神经渲染方法，其中将有声谈话视频...

Horovod announces its v0.21 和 brings many powerful new features to the 霍罗沃德 community, making training deep learning models faster 和 easier than ever before. Horovod was open-sourced in 2017, 和 it has grown to become the standard solution for scaling deep learning training to hundreds of GPUs. 霍罗沃德 can reduce training times from days...

Google的DeepMind引入了AI系统AlphaFold， 可以准确预测蛋白质如何折叠成形状。 Proteins comprise strings of amino acids that are fundamental building parts of the human body. These are encoded into DNA 和 fold into multiple elaborate shapes that define their function. It is difficult to figure out the protein structure...

MONAI (the Medical Open Network for AI) is a PyTorch-based framework that contributes to AI development for healthcare issues. It is looking to address medical imaging issues with industry-specific data handling, high-performance training workflows, 和 reproducible reference implementations of state-of-the-art approaches. 摩奈 is ready for production as of April 2020, with the NVIDIA Clara 应用框架's upcoming release.

东京大学研究生肯尼·宋（Kenny Song） adversarial.js，这是一个交互式工具，用于显示使用Tensorflow.js进行对抗攻击的功能。   There has been increasing attention to the threat that adversarial attacks cause to cybersecurity systems. Some adversarial attack examples include glasses that fool facial recognition systems 和 the stickers pasted on stop...

At EMNLP 2020 （自然语言处理中的经验方法）会议， 一个位于蒙特利尔的研究小组介绍了一个大型医学文本数据集，旨在改善医学缩写的歧义性。  Correct terminology 和 related deep learning models for various tasks have a significant role in medicine 和 healthcare. However, there has been a lack of publicly available pre-training data in this...

部署系统以检测充满语或故意拼写错误的仇恨言论一直是一个巨大的挑战。如今，功能最强大，最先进的语言理解系统使用具有数十亿或数万亿参数的大型Transformer模型。就像Facebook AI一样 RoBERTa and XLM-R, some new models make constant 和 repetitive advancements that are state-of-the-art, but with the help of even larger models...

Differentiable programming enables programs to optimize themselves 和 is a part of 脸书 AI’s broader efforts to build additional advanced machine learning programming tools. 脸书 AI is developing an automatic differentiation system for the Kotlin programming language.  研究人员表示，这项工作将进一步探索软件2.0，在此软件可以有效地自我编写。那个...