Résultats de la recherche - encoding (algorithmicsicsics OR (algorithm OR (algorithmics OR Algorithmssssics)))

Leveraging Large Language Models to Address Data Scarcity in Machine Learning: Applications in Graphene Synthesis par Biswajeet, Devi Dutta, Kadkhodaei, Sara

Table des matières: “… for the learning algorithm. Additionally, combining continuous and discrete features can hinder the learning…”
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Attention Pruning: Automated Fairness Repair of Language Models via Surrogate Simulated Annealing par Dasu, Vishnu Asutosh, Rashid, Md Rafi ur, Gupta, Vipul, Tizpaz-Niari, Saeid, Tan, Gang

Table des matières: “… on massive datasets of human-generated content, they naturally encode and perpetuate societal biases. While…”
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Communities in the Kuramoto Model: Dynamics and Detection via Path Signatures par Nguyên, Tâm Johan, Lee, Darrick, Stolz, Bernadette Jana

Table des matières: “… signatures, a mathematical framework that encodes geometric and temporal properties of continuous paths…”
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Learning Orientation Field for OSM-Guided Autonomous Navigation par Huang, Yuming, Gao, Wei, Zhang, Zhiyuan, Ghaffari, Maani, Song, Dezhen, Xu, Cheng-Zhong, Kong, Hui

Table des matières: “…, we train a deep neural network by encoding a versatile initial OrField and output an optimized…”
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COST: Contrastive One-Stage Transformer for Vision-Language Small Object Tracking par Zhang, Chunhui, Liu, Li, Gao, Jialin, Sun, Xin, Wen, Hao, Zhou, Xi, Ge, Shiming, Wang, Yanfeng

Table des matières: “… algorithms. However, most of the existing VL trackers rely on carefully designed mechanisms to perform…”
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Identifying Instabilities with Quantum Geometry in Flat Band Systems par Zhang, Jia-Xin, Wang, Wen O., Balents, Leon, Savary, Lucile

Table des matières: “… of an intrinsic nesting structure encoded in the band geometry (i.e. the wavefunctions of the flat band(s)), which…”
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Advancing RFI-Detection in Radio Astronomy with Liquid State Machines par Pritchard, Nicholas J, Wicenec, Andreas, Bennamoun, Mohammed, Dodson, Richard

Table des matières: “… segmentation problem on radio telescope spectrograms. Typically, complex heuristic algorithms handle this task…”
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S3MOT: Monocular 3D Object Tracking with Selective State Space Model par Yan, Zhuohao, Feng, Shaoquan, Li, Xingxing, Zhou, Yuxuan, Xia, Chunxi, Li, Shengyu

Table des matières: “… to traditional linear assignment algorithms that rely on hand-crafted association costs. (2) We propose Fully…”
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Myocardial Region-guided Feature Aggregation Net for Automatic Coronary artery Segmentation and Stenosis Assessment using Coronary Computed Tomography Angiography par Yao, Ni, Liu, Xiangyu, Sun, Danyang, Han, Chuang, Li, Yanting, Nan, Jiaofen, Li, Chengyang, Zhu, Fubao, Zhou, Weihua, Zhao, Chen

Table des matières: “…-shaped dual-encoder architecture that integrates anatomical prior knowledge to enhance robustness…”
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Learning Genomic Structure from $k$-mers par Thor, Filip, Nettelblad, Carl

Table des matières: “… 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 par de Jong, Thomas Oliver, Shukla, Khemraj, Lazar, Mircea

Table des matières: “…In this paper, we consider the design of model predictive control (MPC) algorithms based on deep…”
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A distillation-teleportation protocol for fault-tolerant QRAM par Dalzell, Alexander M., Gilyén, András, Hann, Connor T., McArdle, Sam, Salton, Grant, Nguyen, Quynh T., Kubica, Aleksander, Brandão, Fernando G. S. L.

Table des matières: “… algorithm. In fact, the fidelity of the device can be as low as $1/\mathrm{poly}(n)$. The protocol queries…”
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Learned Adaptive Mesh Generation par Zhang, Zhiyuan, Vaxman, Amir, Papanicolopulos, Stefanos-Aldo, Subr, Kartic

Table des matières: “… PDEs are also relevant to computer graphics since they encode global smoothness with local control…”
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A 2D-CFT Factory: Critical Lattice Models from Competing Anyon Condensation Processes in SymTO/SymTFT par Hung, Ling-Yan, Ji, Kaixin, Shen, Ce, Wan, Yidun, Zhao, Yu

Table des matières: “…In this paper, we introduce a ``CFT factory'' : a novel algorithm of methodically generating 2D…”
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Near-Optimal Dynamic Policies for Joint Replenishment in Continuous/Discrete Time par Segev, Danny

Table des matières: “… 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 par Demirel, Burak, Wang, Yu, Tatino, Cristian, Soldati, Pablo

Table des matières: “… RRM algorithms often underperform. While RL can surpass such heuristics in constrained settings…”
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Wavelet-based Decoupling Framework for low-light Stereo Image Enhancement par Du, Shuangli, Yan, Siming, Shi, Zhenghao, You, Zhenzhen, Sun, Lu

Table des matières: “…Low-light images suffer from complex degradation, and existing enhancement methods often encode all…”
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Enter the Mind Palace: Reasoning and Planning for Long-term Active Embodied Question Answering par 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

Table des matières: “… method from cognitive science. Our method encodes episodic experiences as scene-graph-based world…”
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Large-scale compressive microscopy via diffractive multiplexing across a sensor array par Zhou, Kevin C., Gu, Chaoying, Ikeda, Muneki, Hayward, Tina M., Antipa, Nicholas, Menon, Rajesh, Horstmeyer, Roarke, Kato, Saul, Waller, Laura

Table des matières: “… algorithms to fill in the missing information from the gaps surrounding the individual sensors in the array…”
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Bayesian inference of antibody evolutionary dynamics using multitype branching processes par 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.

Table des matières: “… after the immune response has progressed, and the mutated genetic loci encoding antibodies are sequenced…”
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