Generative Data Intelligence

Tag: Learning Research

5 Free data set sources to use for data science projects

When working on a data-driven project, finding reliable and high-quality data sets is essential. Fortunately, there are several free sources available that provide access...

Quantum Goemans-Williamson Algorithm with the Hadamard Test and Approximate Amplitude Constraints

Taylor L. Patti1,2, Jean Kossaifi2, Anima Anandkumar3,2, and Susanne F. Yelin11Department of Physics, Harvard University, Cambridge, Massachusetts 02138, USA2NVIDIA, Santa Clara, California 95051, USA3Department...

Semi-device-dependent blind quantum tomography

Ingo Roth1,2, Jadwiga Wilkens1,2, Dominik Hangleiter3,2, and Jens Eisert2,41Quantum Research Center, Technology Innovation Institute (TII), Abu Dhabi, UAE2Dahlem Center for Complex Quantum Systems, Freie...

Meta VR Research: Body Estimation Helped By Room Scanning

Meta researchers showed an update of their AI-powered body pose estimation.Out of the box, current VR systems only track the position of your head...

Andreessen Horowitz (“a16z”) Announces its First International Expansion to the United Kingdom

The company’s crypto practice, which manages $7.6 billion (£6.05 billion) of committed capital, will establish the firm’s first international office in London. a16z plans to...

Clifford Circuits can be Properly PAC Learned if and only if $textsf{RP}=textsf{NP}$

Daniel LiangDepartment of Computer Science, University of Texas at AustinFind this paper interesting or want to discuss? Scite or leave a comment on...

On Quantum Speedups for Nonconvex Optimization via Quantum Tunneling Walks

Yizhou Liu1, Weijie J. Su2, and Tongyang Li3,41Department of Engineering Mechanics, Tsinghua University, 100084 Beijing, China2Department of Statistics and Data Science, University of Pennsylvania3Center...

Implement a multi-object tracking solution on a custom dataset with Amazon SageMaker | Amazon Web Services

The demand for multi-object tracking (MOT) in video analysis has increased significantly in many industries, such as live sports, manufacturing, and traffic monitoring. For...

Efficient variational synthesis of quantum circuits with coherent multi-start optimization

Nikita A. Nemkov, Evgeniy O. Kiktenko, Ilia A. Luchnikov, and Aleksey K. FedorovRussian Quantum Center, Skolkovo, Moscow 143026, RussiaNational University of Science and Technology...

Quantum Phase Recognition via Quantum Kernel Methods

Yusen Wu1, Bujiao Wu2, Jingbo Wang1, and Xiao Yuan21Department of Physics, The University of Western Australia, Perth, WA 6009, Australia2Center on Frontiers of Computing...

Variational quantum algorithm for unconstrained black box binary optimization: Application to feature selection

Christa Zoufal1, Ryan V. Mishmash2, Nitin Sharma3, Niraj Kumar3, Aashish Sheshadri3, Amol Deshmukh4, Noelle Ibrahim4, Julien Gacon5,6, and Stefan Woerner51IBM Quantum, IBM Research Europe...

The Physics Principle That Inspired Modern AI Art

IntroductionAsk DALL·E 2, an image generation system created by OpenAI, to paint a picture of “goldfish slurping Coca-Cola on a beach,” and it will...

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