Risultati della ricerca - encoding (algorithmssics OR (algorithm OR (algorithm OR algorithmssicsics)))

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

Sommario: “... 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 di Dasu, Vishnu Asutosh, Rashid, Md Rafi ur, Gupta, Vipul, Tizpaz-Niari, Saeid, Tan, Gang

Sommario: “... 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 di Nguyên, Tâm Johan, Lee, Darrick, Stolz, Bernadette Jana

Sommario: “... 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 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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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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