Risultati della ricerca - encoding (algorithm OR Algorithmssic)

Communities in the Kuramoto Model: Dynamics and Detection via Path Signatures di Nguyên, Tâm Johan, Lee, Darrick, Stolz, Bernadette Jana

Sommario: “... signatures, a mathematical framework that encodes geometric and temporal properties of continuous paths...”
Testo

Learning Orientation Field for OSM-Guided Autonomous Navigation di Huang, Yuming, Gao, Wei, Zhang, Zhiyuan, Ghaffari, Maani, Song, Dezhen, Xu, Cheng-Zhong, Kong, Hui

Sommario: “..., we train a deep neural network by encoding a versatile initial OrField and output an optimized...”
Testo

COST: Contrastive One-Stage Transformer for Vision-Language Small Object Tracking di Zhang, Chunhui, Liu, Li, Gao, Jialin, Sun, Xin, Wen, Hao, Zhou, Xi, Ge, Shiming, Wang, Yanfeng

Sommario: “... algorithms. However, most of the existing VL trackers rely on carefully designed mechanisms to perform...”
Testo

Identifying Instabilities with Quantum Geometry in Flat Band Systems di Zhang, Jia-Xin, Wang, Wen O., Balents, Leon, Savary, Lucile

Sommario: “... of an intrinsic nesting structure encoded in the band geometry (i.e. the wavefunctions of the flat band(s)), which...”
Testo

Advancing RFI-Detection in Radio Astronomy with Liquid State Machines di Pritchard, Nicholas J, Wicenec, Andreas, Bennamoun, Mohammed, Dodson, Richard

Sommario: “... segmentation problem on radio telescope spectrograms. Typically, complex heuristic algorithms handle this task...”
Testo

S3MOT: Monocular 3D Object Tracking with Selective State Space Model di Yan, Zhuohao, Feng, Shaoquan, Li, Xingxing, Zhou, Yuxuan, Xia, Chunxi, Li, Shengyu

Sommario: “... to traditional linear assignment algorithms that rely on hand-crafted association costs. (2) We propose Fully...”
Testo

Myocardial Region-guided Feature Aggregation Net for Automatic Coronary artery Segmentation and Stenosis Assessment using Coronary Computed Tomography Angiography di Yao, Ni, Liu, Xiangyu, Sun, Danyang, Han, Chuang, Li, Yanting, Nan, Jiaofen, Li, Chengyang, Zhu, Fubao, Zhou, Weihua, Zhao, Chen

Sommario: “...-shaped dual-encoder architecture that integrates anatomical prior knowledge to enhance robustness...”
Testo

Learning Genomic Structure from $k$-mers di Thor, Filip, Nettelblad, Carl

Sommario: “... a method for analyzing this type of data using contrastive learning, in which an encoder model...”
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Deep Operator Neural Network Model Predictive Control di de Jong, Thomas Oliver, Shukla, Khemraj, Lazar, Mircea

Sommario: “...In this paper, we consider the design of model predictive control (MPC) algorithms based on deep...”
Testo

A distillation-teleportation protocol for fault-tolerant QRAM di Dalzell, Alexander M., Gilyén, András, Hann, Connor T., McArdle, Sam, Salton, Grant, Nguyen, Quynh T., Kubica, Aleksander, Brandão, Fernando G. S. L.

Sommario: “... algorithm. In fact, the fidelity of the device can be as low as $1/\mathrm{poly}(n)$. The protocol queries...”
Testo

Learned Adaptive Mesh Generation di Zhang, Zhiyuan, Vaxman, Amir, Papanicolopulos, Stefanos-Aldo, Subr, Kartic

Sommario: “... PDEs are also relevant to computer graphics since they encode global smoothness with local control...”
Testo

A 2D-CFT Factory: Critical Lattice Models from Competing Anyon Condensation Processes in SymTO/SymTFT di Hung, Ling-Yan, Ji, Kaixin, Shen, Ce, Wan, Yidun, Zhao, Yu

Sommario: “...In this paper, we introduce a ``CFT factory'' : a novel algorithm of methodically generating 2D...”
Testo

Near-Optimal Dynamic Policies for Joint Replenishment in Continuous/Discrete Time di Segev, Danny

Sommario: “... range of algorithmic ideas and analytical insights around the continuous-time joint replenishment...”
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Generalization in Reinforcement Learning for Radio Access Networks di Demirel, Burak, Wang, Yu, Tatino, Cristian, Soldati, Pablo

Sommario: “... RRM algorithms often underperform. While RL can surpass such heuristics in constrained settings...”
Testo

Wavelet-based Decoupling Framework for low-light Stereo Image Enhancement di Du, Shuangli, Yan, Siming, Shi, Zhenghao, You, Zhenzhen, Sun, Lu

Sommario: “...Low-light images suffer from complex degradation, and existing enhancement methods often encode all...”
Testo

Enter the Mind Palace: Reasoning and Planning for Long-term Active Embodied Question Answering di Ginting, Muhammad Fadhil, Kim, Dong-Ki, Meng, Xiangyun, Reinke, Andrzej, Krishna, Bandi Jai, Kayhani, Navid, Peltzer, Oriana, Fan, David D., Shaban, Amirreza, Kim, Sung-Kyun, Kochenderfer, Mykel J., Agha-mohammadi, Ali-akbar, Omidshafiei, Shayegan

Sommario: “... method from cognitive science. Our method encodes episodic experiences as scene-graph-based world...”
Testo

Large-scale compressive microscopy via diffractive multiplexing across a sensor array di Zhou, Kevin C., Gu, Chaoying, Ikeda, Muneki, Hayward, Tina M., Antipa, Nicholas, Menon, Rajesh, Horstmeyer, Roarke, Kato, Saul, Waller, Laura

Sommario: “... algorithms to fill in the missing information from the gaps surrounding the individual sensors in the array...”
Testo

Bayesian inference of antibody evolutionary dynamics using multitype branching processes di Bakis, Athanasios G., Vora, Ashni A., Araki, Tatsuya, Jia, Tongqiu, Galloway, Jared G., Jennings-Shaffer, Chris, Victora, Gabriel D., Song, Yun S., DeWitt, William S., Matsen IV, Frederick A., Minin, Volodymyr M.

Sommario: “... after the immune response has progressed, and the mutated genetic loci encoding antibodies are sequenced...”
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Reduction of motion artifacts from photoplethysmography signals using learned convolutional sparse coding di Basso, Giulio, Long, Xi, Haakma, Reinder, Vullings, Rik

Sommario: “.... We leverage algorithm unfolding to integrate prior knowledge about the PPG structure into a deep...”
Testo

The Cosmic Dance: Observational Detection of Coherent Spin in Galaxy Clusters di Tang, Xiao-xiao, Wang, Peng, Rong, Yu, cui, Weiguang, Bao, Min

Sommario: “...The spin of galaxy clusters encodes key information about their formation, dynamics...”
Testo