Risultati della ricerca - encoding ((Algorithmssssics OR algorithm) OR (algorithm OR (Algorithmssssics OR algorithm)))

2D CFT and efficient Bethe ansatz for exactly solvable Richardson-Gaudin models di Biskowski, Grzegorz, Ferrari, Franco, Piatek, Marcin R.

Sommario: “...-Gaudin class, we develop a high-performance numerical solver. The Bethe roots are encoded in the Baxter...”
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NaN-Propagation: A Novel Method for Sparsity Detection in Black-Box Computational Functions di Sharpe, Peter

Sommario: “... modifications to existing black-box codes. Furthermore, advanced strategies such as NaN payload encoding via...”
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EC2MoE: Adaptive End-Cloud Pipeline Collaboration Enabling Scalable Mixture-of-Experts Inference di Yang, Zheming, Hu, Yunqing, Sun, Sheng, Ji, Wen

Sommario: “... to accelerate MoE inference. This includes an encoder-decoder structure based on low-rank compression, which...”
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Material Fingerprinting: A shortcut to material model discovery without solving optimization problems di Flaschel, Moritz, Martonová, Denisa, Veil, Carina, Kuhl, Ellen

Sommario: “..., essentially a unique identifier that encodes all pertinent information about the material's mechanical...”
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Towards the Next-generation Bayesian Network Classifiers di Zhang, Huan, Zhang, Daokun, Meng, Kexin, Webb, Geoffrey I.

Sommario: “... embedding and graph representation learning. The learned distributional representations are encoded...”
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A Novel Deep Hybrid Framework with Ensemble-Based Feature Optimization for Robust Real-Time Human Activity Recognition di Ullah, Wasi, Khalid, Yasir Noman, Khan, Saddam Hussain

Sommario: “... local features, while improving robustness through down-sampling. Furthermore, to effectively encode...”
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Treasure Hunt in Anonymous Graphs with Quantum Pebbles by Oblivious Agents di Gaur, Gaurav, Gorain, Barun, Singh, Rishi Ranjan, Gaur, Daya

Sommario: “... graphs. Quantum pebbles periodically emit qubits in a fixed quantum state. Each pebble encodes the port...”
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Evaluation of Machine Learning Reconstruction Techniques for Accelerated Brain MRI Scans di Mandel, Jonathan I., Hiremath, Shivaprakash, Keshtgar, Hedyeh, Scholl, Timothy, Raeisi, Sadegh

Sommario: “... algorithm can preserve diagnostic quality in brain MRI scans accelerated up to fourfold, using both public...”
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Rethinking Pulmonary Embolism Segmentation: A Study of Current Approaches and Challenges with an Open Weight Model di Zhang, Yixin, Chamberlain, Ryan, Ngo, Lawrence, Kramer, Kevin, Mazurowski, Maciej A.

Sommario: “... is critical to patient care. However, our systematic study of PE segmentation algorithms reveals concerning...”
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Otters: An Energy-Efficient SpikingTransformer via Optical Time-to-First-Spike Encoding di Yan, Zhanglu, Mao, Jiayi, Liu, Qianhui, Li, Fanfan, Pan, Gang, Luo, Tao, Zhu, Bowen, Wong, Weng-Fai

Sommario: “...-spike (TTFS) encoding, which maximizes sparsity by emitting at most one spike per neuron. However...”
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Improving Credit Card Fraud Detection through Transformer-Enhanced GAN Oversampling di Emaan, Kashaf Ul

Sommario: “... our hybrid approach where we use a Generative Adversarial Network (GAN) with a Transformer encoder...”
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DyMoDreamer: World Modeling with Dynamic Modulation di Zhang, Boxuan, Wang, Runqing, Xiao, Wei, Zhang, Weipu, Sun, Jian, Huang, Gao, Chen, Jie, Wang, Gang

Sommario: “... and decision-making performance. To address this, we introduce DyMoDreamer, a novel MBRL algorithm...”
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An Order of Magnitude Time Complexity Reduction for Gaussian Graphical Model Posterior Sampling Using a Reverse Telescoping Block Decomposition di Gao, Zejin, Sagar, Ksheera, Bhadra, Anindya

Sommario: “..., these priors are non-conjugate; but have the advantage that they naturally allow one to encode a prior belief...”
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Foundation Models for Astrobiology: Paper I -- Workshop and Overview di Felton, Ryan, Scharf, Caleb, Bartlett, Stuart, Cabrol, Nathalie A., Da Poian, Victoria, Gentry, Diana, Gong, Jian, Hoarfrost, Adrienne, Maskey, Manil, Nichols, Floyd, Nixon, Conor A., Panambur, Tejas, Pasterski, Joseph, Petrov, Anton S., Prabhu, Anirudh, Thomson, Brenda, Valizadegan, Hamed, Warren-Rhodes, Kimberley, Wettergreen, David, Wong, Michael L., Yanchilina, Anastasia

Sommario: “...Advances in machine learning over the past decade have resulted in a proliferation of algorithmic...”
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AndesVL Technical Report: An Efficient Mobile-side Multimodal Large Language Model di Jin, Zhiwei, Song, Xiaohui, Wang, Nan, Liu, Yafei, Li, Chao, Li, Xin, Wang, Ruichen, Li, Zhihao, Qi, Qi, Cheng, Long, Hao, Dongze, Zheng, Quanlong, Zhang, Yanhao, Ji, Haobo, Ma, Jian, Zheng, Zhitong, Lin, Zhenyi, Deng, Haolin, Zou, Xin, Yin, Xiaojie, Wang, Ruilin, Cai, Liankai, Liu, Haijing, Qiu, Yuqing, Chen, Ke, Li, Zixian, Xie, Chi, Li, Huafei, Li, Chenxing, Wang, Chuangchuang, Tang, Kai, Zhu, Zhiguang, Tang, Kai, Gao, Wenmei, Wang, Rui, Wu, Jun, Liu, Chao, Xie, Qin, Chen, Chen, Lu, Haonan

Sommario: “... with 0.6B to 4B parameters based on Qwen3's LLM and various visual encoders. We comprehensively outline...”
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Interpretable machine learning for cardiogram-based biometrics di Tanasković, Ilija, Lazarević, Ljiljana B., Knežević, Goran, Milosavljević, Nikola, Dubljević, Olga, Bjegojević, Bojana, Miljković, Nadica

Sommario: “... and genetic algorithms converges on a subset (12 features) that attains accuracy within 1% of the full set (99...”
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BrainPuzzle: Hybrid Physics and Data-Driven Reconstruction for Transcranial Ultrasound Tomography di Chen, Shengyu, Feng, Shihang, Luo, Yi, Jia, Xiaowei, Lin, Youzuo

Sommario: “... super-resolution encoder-decoder with a graph-based attention unit (GAU) fuses these fragments into a...”
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CNFP: Optimizing Cloud-Native Network Function Placement with Diffusion Models on the Cloud Continuum di Rodríguez, Álvaro Vázquez, Fernández-Veiga, Manuel, Giraldo-Rodríguez, Carlos

Sommario: “... diffusion-based theoretical and algorithmic framework for CNF placement is proposed, based on Denoising...”
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Further improvements to stabilizer simulation theory: classical rewriting of CSS-preserving stabilizer circuits, quadratic form expansions of stabilizer operations, and framed hidd... di Yashin, Vsevolod I., Yatsulevich, Vladimir V., Fedorov, Aleksey K., Kiktenko, Evgeniy O.

Sommario: “..., with a number of highly optimized algorithms available. Yet, we argue that further improvements can arise...”
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NeuCLIP: Efficient Large-Scale CLIP Training with Neural Normalizer Optimization di Wei, Xiyuan, Lin, Chih-Jen, Yang, Tianbao

Sommario: “... epoch in a blockwise coordinate manner to keep track of updated encoders. However, this scheme incurs...”
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