Microsoft Research Lab – Asia
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After fierce competition, 12 outstanding PhD students from the Asia-Pacific region were finally awarded the “Microsoft Research Asia Fellow” in 2022, and another 21 PhD students were nominated. The 2022 Microsoft Research Asia Fellowship program attracted nearly two hundreds outstanding…
Pushing the limit of semi-supervised learning with the Unified Semi-supervised Learning Benchmark
Neural models give competitive results when trained with supervised learning using sufficient high-quality labeled data. For example, according to statistics from the Paperswithcode website, recent traditional supervised learning methods can achieve an accuracy of over 88% on the ImageNet dataset,…
ICML is regarded as one of the top international conferences in the field of artificial intelligence and machine learning and enjoys high prestige in the computer science community. ICML 2022 was held from July 17 to 23. In this article,…
Operating Systems Design and Implementation (OSDI) is one of the top academic conferences in the field of computer systems. The 16th OSDI was held from July 11 to 13, 2022. A total of 253 papers were submitted, and 49 were…
Federated learning is a new collaborative learning method that involves multiple decentralized edge devices to build a privacy-preserving shared data model without exchanging locally bound data. This technique is critical to many real-world scenarios where privacy is an issue, such…
The Conference on Computer Vision and Pattern Recognition (CVPR) is regarded as the premier conference in computer vision and pattern recognition. CVPR 2022, held on June 19-23, received a record number of 8,161 full submissions that went into the review…
Since 2019, researchers at Microsoft Research Asia have been exploring Document AI and have completed a series of work on LayoutLM/LayoutLMv2/LayoutXLM, TrOCR, MarkupLM, etc., achieving breakthroughs in a range of typical tasks such as object detection, information extraction, and document…
In the past two years, there have been numerous papers written on Transformer, and researchers are designing Transformer models for all kinds of tasks. However, is attention, the core module of Transformer, really stronger than convolution? This paper may bring…
AI4Science to empower the fifth paradigm of scientific discovery
| Christopher Bishop
Editor’s note, Oct. 20, 2023 – The post was updated to remove information related to the Amsterdam lab, as those details have since changed. Over the coming decade, deep learning looks set to have a transformational impact on the natural…