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05-08
Perception with Confidence: A Conformal Prediction Perspective
Deep learning has witnessed great success in computer vision, and large-scale data-driven models are becoming prevalent in modern machine perception systems. However, a critical drawback of learned pe...
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05-08
Quantum noise effects and quantum error mitigation
In this talk, I plan to introduce our two recent works (arXiv: 2201.00752, arXiv: 2207.01403). I will begin with briefly introducing the basic concepts of quantum error mitigation (QEM) in the era of ...
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05-08
Phenomena and findings in pressurized high-Tc superconductors
The unconventional superconductivity of a given material is dictated by multiple degrees of freedom of charge, spin, orbital, and lattice. These degrees of freedom, as well as the interactions among t...
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05-08
Probing magnetic phase diagrams of two-dimensional antiferromagnets
Two-dimensional (2D) magnets decouple from the substrates, allow electrical control, and are mechanically flexible, making them integratable into emergent heterostructures for advanced properties and ...
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05-08
Flow Straight and Fast: A Simple and Unified Approach to Generative Modeling, Domain Transfer, and Optimal Transport
We consider the problem of learning a transport mapping between two distributions that are only observed through unpaired data points. This problem provides a unified framework for a variety of fundam...
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05-08
“鬼”成像向更短波长发展
经过二十多年的发展，“鬼”成像（也可叫单像素成像）在可见和近红外波段已进入实际应用阶段。从理论上讲，电磁波的各个波长甚至微观粒子都可以实现鬼成像，其基本原理基于Hanbury Brown和Twiss的二阶强度关联函数。...