Risultati della ricerca - coding (algorithm OR (algorithmics OR algorithmicsics))

Theoretical and Empirical Analysis of a Fast Algorithm for Extracting Polygons from Signed Distance Bounds di Markuš, Nenad, Sužnjević, Mirko

Sommario: “... with $N^3$ cells. The algorithm is tested on both a set of primitive shapes as well as signed distance...”
Testo

FlowX: Towards Explainable Graph Neural Networks via Message Flows di Gui, Shurui, Yuan, Hao, Wang, Jie, Lao, Qicheng, Li, Kang, Ji, Shuiwang

Sommario: “... of further training. We then propose an information-controlled learning algorithm to train flow scores toward...”
Testo

The Target Study: A Conceptual Model and Framework for Measuring Disparity di Jackson, John W., Hsu, Yea-Jen, Greer, Raquel C., Boonyasai, Romsai T., Howe, Chanelle J.

Sommario: “...-based model to prominent decomposition-based models used in healthcare and algorithmic fairness. We...”
Testo

Ab-initio tree-tensor-network digital twin for quantum computer benchmarking in 2D di Jaschke, Daniel, Pagano, Alice, Weber, Sebastian, Montangero, Simone

Sommario: “... strategies for tuning quantum algorithms for specific hardware. Via a two-dimensional tensor network digital...”
Testo

Differentially Private Diffusion Models di Dockhorn, Tim, Cao, Tianshi, Vahdat, Arash, Kreis, Karsten

Sommario: “... the DM parameterization and the sampling algorithm, which turn out to be crucial ingredients in DPDMs...”
Testo

Physics-informed Variational Autoencoders for Improved Robustness to Environmental Factors of Variation di Thoreau, Romain, Risser, Laurent, Achard, Véronique, Berthelot, Béatrice, Briottet, Xavier

Sommario: “... learning algorithm that strikes a balance between the machine learning part and the physics part...”
Testo

Epistemic Monte Carlo Tree Search di Oren, Yaniv, Vadocz, Viliam, Spaan, Matthijs T. J., Böhmer, Wendelin

Sommario: “...The AlphaZero/MuZero (A/MZ) family of algorithms has achieved remarkable success across various...”
Testo

Parallelizing Maximal Clique Enumeration on GPUs di Almasri, Mohammad, Chang, Yen-Hsiang, Hajj, Izzat El, Nagi, Rakesh, Xiong, Jinjun, Hwu, Wen-mei

Sommario: “... traversal following the Bron-Kerbosch algorithm. Prior works on parallelizing MCE on GPUs perform a breadth...”
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Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks di Bethune, Louis, Novello, Paul, Boissin, Thibaut, Coiffier, Guillaume, Serrurier, Mathieu, Vincenot, Quentin, Troya-Galvis, Andres

Sommario: “..., an under-explored weakness of deep learning-based OCC algorithms. As a result, OCSDF comes with a new...”
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Link Prediction for Flow-Driven Spatial Networks di Wittmann, Bastian, Paetzold, Johannes C., Prabhakar, Chinmay, Rueckert, Daniel, Menze, Bjoern

Sommario: “...Link prediction algorithms aim to infer the existence of connections (or links) between nodes...”
Testo

Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis di Siuzdak, Hubert

Sommario: “... with human auditory perception, and benefitting from well-established fast algorithms for its computation...”
Testo

Latent Optimal Paths by Gumbel Propagation for Variational Bayesian Dynamic Programming di Niu, Xinlei, Walder, Christian, Zhang, Jing, Martin, Charles Patrick

Sommario: “... distribution to a message-passing algorithm by the properties of the Gumbel distribution and give all...”
Testo

DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models di Xing, Ximing, Wang, Chuang, Zhou, Haitao, Zhang, Jing, Yu, Qian, Xu, Dong

Sommario: “... DiffSketcher, a novel algorithm for generating vectorized free-hand sketches directly from natural language...”
Testo

Discovering interpretable elastoplasticity models via the neural polynomial method enabled symbolic regressions di Bahmani, Bahador, Suh, Hyoung Suk, Sun, WaiChing

Sommario: “..., it enables us to overcome the scaling issue of symbolic regression algorithms. From a practical perspective...”
Testo

Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition di Radhakrishnan, Srijith, Yang, Chao-Han Huck, Khan, Sumeer Ahmad, Kumar, Rohit, Kiani, Narsis A., Gomez-Cabrero, David, Tegner, Jesper N.

Sommario: “... and parameter-efficient algorithms to boost ASR performance derived from pre-trained speech and text models...”
Testo

LiDAR-based 4D Occupancy Completion and Forecasting di Liu, Xinhao, Gong, Moonjun, Fang, Qi, Xie, Haoyu, Li, Yiming, Zhao, Hang, Feng, Chen

Sommario: “... into a cohesive framework. This task requires new algorithms to address three challenges altogether: (1...”
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MoCheQoS: Automated Analysis of Quality of Service Properties of Communicating Systems di Pombo, Carlos G. Lopez, Suñé, Agustín E. Martinez, Tuosto, Emilio

Sommario: “.... Building on the dynamic temporal logic, the choreographic model, and the bounded model checking algorithm...”
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4-component Relativistic Calculations in a Multiwavelet Basis with Improved Convergence di Masotti, Jacopo, Eikås, Roberto Di Remigio, Tantardini, Christian, Frediani, Luca

Sommario: “...-relativistic one, yet in a four-component framework, where Multiwavelet tools and algorithms developed...”
Testo

Tactics2D: A Highly Modular and Extensible Simulator for Driving Decision-making di Li, Yueyuan, Zhang, Songan, Jiang, Mingyang, Chen, Xingyuan, Qian, Yeqiang, Wang, Chunxiang, Yang, Ming

Sommario: “... numerous commonly utilized algorithms and configurations, Tactics2D empowers users to construct...”
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Enhancing Novel Object Detection via Cooperative Foundational Models di Bharadwaj, Rohit, Naseer, Muzammal, Khan, Salman, Khan, Fahad Shahbaz

Sommario: “... object detection algorithms are inherently closed-set, limiting their capability to handle NOD. We...”
Testo