Multifidelity Dimension Reduction via Active Subspaces by Lam, Remi R, Zahm, Olivier, Marzouk, Youssef M, Willcox, Karen E

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Multiresolution Low-rank Tensor Formats by Mickelin, Oscar, Karaman, Sertac

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Certifying Unstability of Switched Systems Using Sum of Squares Programming by Legat, Benoît, Parrilo, Pablo A., Jungers, Raphaël

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FASTEST MIXING MARKOV CHAIN ON GRAPHS WITH SYMMETRIES by Xiao, Lin, Diaconis, Persi, Boyd, Stephen P., Parrilo, Pablo A.

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Algebraic Algorithms for Matching and Matroid Problems by Harvey, Nicholas J. A.

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A Rational Interpolation Scheme with Superpolynomial Rate of Convergence by Wang, Qiqi, Moin, Parviz, Iaccarino, Gianluca

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Maximum-principle-satisfying High Order Finite Volume Weighted Essentially Nonoscillatory Schemes for Convection-diffusion Equations by Zhang, Xiangxiong, Liu, Yuanyuan, Shu, Chi-Wang

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Computational Tools for the Safety Control of a Class of Piecewise Continuous Systems with Imperfect Information on a Partial Order by Hafner, Michael R., Del Vecchio, Domitilla

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Trevisan's Extractor in the Presence of Quantum Side Information by De, Anindya, Portmann, Christopher, Vidick, Thomas, Renner, Renato

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Coherent Interferometry Algorithms for Photoacoustic Imaging by Ammari, Habib, Bretin, Elie, Garner, Josselin, Jugnon, Vincent

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Distributed Coverage Games for Energy-Aware Mobile Sensor Networks by Zhu, Minghui, Martínez, Sonia

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Mean-field games of optimal stopping : a relaxed solution approach by Bouveret, Géraldine, Dumitrescu, Roxana, Tankov, Peter

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Unsupervised learning with diffusion models by Wang, Jiankun

“…In the thesis, we propose DiffSiam, a novel SSL framework that incorporates a disentangled representation learning algorithm based on diffusion models. …”
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Real-Time Object Tracking Algorithm Based on Siamese Network by Wenjun Zhao, Miaolei Deng, Cong Cheng, Dexian Zhang

“…This research put forward an innovative feature pyramid and optical flow estimation based on the Siamese network for object tracking, which is called SiamFP. The SiamFP jointly trains the optical flow and the tracking task under the Siamese network framework. …”
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Scale-Adaptive KCF Mixed with Deep Feature for Pedestrian Tracking by Yang Zhou, Wenzhu Yang, Yuan Shen

“…Pedestrian tracking methods include neural network-based methods and traditional template matching-based methods, such as the SiamRPN (Siamese region proposal network), the DASiamRPN (distractor-aware SiamRPN), and the KCF (kernel correlation filter). …”
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Numerical Instability of Resultant Methods for Multidimensional Rootfinding by Noferini, Vanni, Townsend, Alex John

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Motors and Impossible Firing Patterns in the Parallel Chip-Firing Game by Zhang, Yan X., Jiang, Tian-Yi D., Scully, Ziv D.

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Regular Policies in Abstract Dynamic Programming by Bertsekas, Dimitri P

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Accelerated Residual Methods for the Iterative Solution of Systems of Equations by Nguyen, N. C., Fernandez, P., Freund, R. M., Peraire, J.

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GMRES-Accelerated ADMM for Quadratic Objectives by Zhang, Richard Y, White, Jacob K

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