DiffusionDepth: Diffusion Denoising Approach for Monocular Depth Estimation

Kavli Affiliate: Zheng Zhu | First 5 Authors: Yiqun Duan, Xianda Guo, Zheng Zhu, , | Summary: Monocular depth estimation is a challenging task that predicts the pixel-wise depth from a single 2D image. Current methods typically model this problem as a regression or classification task. We propose DiffusionDepth, a new approach that reformulates monocular […]


Continue.. DiffusionDepth: Diffusion Denoising Approach for Monocular Depth Estimation

DiffusionDepth: Diffusion Denoising Approach for Monocular Depth Estimation

Kavli Affiliate: Zheng Zhu | First 5 Authors: Yiqun Duan, Xianda Guo, Zheng Zhu, , | Summary: Monocular depth estimation is a challenging task that predicts the pixel-wise depth from a single 2D image. Current methods typically model this problem as a regression or classification task. We propose DiffusionDepth, a new approach that reformulates monocular […]


Continue.. DiffusionDepth: Diffusion Denoising Approach for Monocular Depth Estimation

DiM: Distilling Dataset into Generative Model

Kavli Affiliate: Zheng Zhu | First 5 Authors: Kai Wang, Jianyang Gu, Daquan Zhou, Zheng Zhu, Wei Jiang | Summary: Dataset distillation reduces the network training cost by synthesizing small and informative datasets from large-scale ones. Despite the success of the recent dataset distillation algorithms, three drawbacks still limit their wider application: i). the synthetic […]


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Stable measurement-induced Floquet enriched topological order

Kavli Affiliate: Matthew P. A. Fisher | First 5 Authors: DinhDuy Vu, Ali Lavasani, Jong Yeon Lee, Matthew P. A. Fisher, | Summary: The Floquet code utilizes a periodic sequence of two-qubit measurements to realize the topological order. After each measurement round, the instantaneous stabilizer group can be mapped to a honeycomb toric code, explaining […]


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Cell Division and Motility Enable Hexatic Order in Biological Tissues

Kavli Affiliate: Mark J. Bowick | First 5 Authors: Yiwen Tang, Siyuan Chen, Mark J. Bowick, Dapeng Bi, | Summary: Biological tissues transform between solid-like and liquid-like states in many fundamental physiological events. Recent experimental observations further suggest that in two-dimensional epithelial tissues these solid-liquid transformations can happen via intermediate states akin to the intermediate […]


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DREAM: Efficient Dataset Distillation by Representative Matching

Kavli Affiliate: Zheng Zhu | First 5 Authors: Yanqing Liu, Jianyang Gu, Kai Wang, Zheng Zhu, Wei Jiang | Summary: Dataset distillation aims to synthesize small datasets with little information loss from original large-scale ones for reducing storage and training costs. Recent state-of-the-art methods mainly constrain the sample synthesis process by matching synthetic images and […]


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On proof of the Wei-Yue Ding’s conjecture for Schrödinger map flow

Kavli Affiliate: Yi Zhou | First 5 Authors: Sheng Wang, Yi Zhou, , , | Summary: Wei-Yue Ding cite{Ding 2002} proposeed a proposition about Schr"odinger map flow in 2002 International Congress of Mathematicians in Beijing, which is called Wei-Yue Ding conjecture by Rodnianski-Rubinstein-Staffilani cite{Rodnianski 2009}. They proved cite{Rodnianski 2009} that Schr"odinger map flow for maps […]


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Periodic Schrödinger map flow on Kähler manifolds

Kavli Affiliate: Yi Zhou | First 5 Authors: Sheng Wang, Yi Zhou, , , | Summary: Wei-Yue Ding cite{Ding 2002} proposeed a proposition about Schr"odinger map flow in 2002 International Congress of Mathematicians in Beijing, which is called Wei-Yue Ding conjecture by Rodnianski-Rubinstein-Staffilani cite{Rodnianski 2009}. They proved cite{Rodnianski 2009} that Schr"odinger map flow for maps […]


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Inverse-current quantum electro-oscillations in a charge-density wave insulator

Kavli Affiliate: Yi Zhou | First 5 Authors: Tian Le, Ruiyang Jiang, Linfeng Tu, Renji Bian, Yiwen Ma | Summary: Quantum magneto-oscillations have long been a vital subject in condensed matter physics, with ubiquitous quantum phenomena and diverse underlying physical mechanisms. Here, we demonstrate the intrinsic and reproducible DC-current-driven quantum electro-oscillations with a periodicity in […]


Continue.. Inverse-current quantum electro-oscillations in a charge-density wave insulator