Search Results - coding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR algorithmicsics))

Predictive Mixing for Density Functional Theory (and other Fixed-Point Problems) by Marks, Laurence

Table of Contents: “…. The resources required scale with the problem size, internal workings of the code and the number of iterations…”
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Theoretical and Empirical Analysis of a Fast Algorithm for Extracting Polygons from Signed Distance Bounds by Markuš, Nenad, Sužnjević, Mirko

Table of Contents: “… with $N^3$ cells. The algorithm is tested on both a set of primitive shapes as well as signed distance…”
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FlowX: Towards Explainable Graph Neural Networks via Message Flows by Gui, Shurui, Yuan, Hao, Wang, Jie, Lao, Qicheng, Li, Kang, Ji, Shuiwang

Table of Contents: “… of further training. We then propose an information-controlled learning algorithm to train flow scores toward…”
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The Target Study: A Conceptual Model and Framework for Measuring Disparity by Jackson, John W., Hsu, Yea-Jen, Greer, Raquel C., Boonyasai, Romsai T., Howe, Chanelle J.

Table of Contents: “…-based model to prominent decomposition-based models used in healthcare and algorithmic fairness. We…”
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Ab-initio tree-tensor-network digital twin for quantum computer benchmarking in 2D by Jaschke, Daniel, Pagano, Alice, Weber, Sebastian, Montangero, Simone

Table of Contents: “… strategies for tuning quantum algorithms for specific hardware. Via a two-dimensional tensor network digital…”
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Differentially Private Diffusion Models by Dockhorn, Tim, Cao, Tianshi, Vahdat, Arash, Kreis, Karsten

Table of Contents: “… the DM parameterization and the sampling algorithm, which turn out to be crucial ingredients in DPDMs…”
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Physics-informed Variational Autoencoders for Improved Robustness to Environmental Factors of Variation by Thoreau, Romain, Risser, Laurent, Achard, Véronique, Berthelot, Béatrice, Briottet, Xavier

Table of Contents: “… learning algorithm that strikes a balance between the machine learning part and the physics part…”
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Epistemic Monte Carlo Tree Search by Oren, Yaniv, Vadocz, Viliam, Spaan, Matthijs T. J., Böhmer, Wendelin

Table of Contents: “…The AlphaZero/MuZero (A/MZ) family of algorithms has achieved remarkable success across various…”
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Parallelizing Maximal Clique Enumeration on GPUs by Almasri, Mohammad, Chang, Yen-Hsiang, Hajj, Izzat El, Nagi, Rakesh, Xiong, Jinjun, Hwu, Wen-mei

Table of Contents: “… 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 by Bethune, Louis, Novello, Paul, Boissin, Thibaut, Coiffier, Guillaume, Serrurier, Mathieu, Vincenot, Quentin, Troya-Galvis, Andres

Table of Contents: “…, 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 by Wittmann, Bastian, Paetzold, Johannes C., Prabhakar, Chinmay, Rueckert, Daniel, Menze, Bjoern

Table of Contents: “…Link prediction algorithms aim to infer the existence of connections (or links) between nodes…”
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Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis by Siuzdak, Hubert

Table of Contents: “… with human auditory perception, and benefitting from well-established fast algorithms for its computation…”
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Latent Optimal Paths by Gumbel Propagation for Variational Bayesian Dynamic Programming by Niu, Xinlei, Walder, Christian, Zhang, Jing, Martin, Charles Patrick

Table of Contents: “… distribution to a message-passing algorithm by the properties of the Gumbel distribution and give all…”
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DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models by Xing, Ximing, Wang, Chuang, Zhou, Haitao, Zhang, Jing, Yu, Qian, Xu, Dong

Table of Contents: “… DiffSketcher, a novel algorithm for generating vectorized free-hand sketches directly from natural language…”
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Discovering interpretable elastoplasticity models via the neural polynomial method enabled symbolic regressions by Bahmani, Bahador, Suh, Hyoung Suk, Sun, WaiChing

Table of Contents: “…, it enables us to overcome the scaling issue of symbolic regression algorithms. From a practical perspective…”
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Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition by Radhakrishnan, Srijith, Yang, Chao-Han Huck, Khan, Sumeer Ahmad, Kumar, Rohit, Kiani, Narsis A., Gomez-Cabrero, David, Tegner, Jesper N.

Table of Contents: “… and parameter-efficient algorithms to boost ASR performance derived from pre-trained speech and text models…”
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LiDAR-based 4D Occupancy Completion and Forecasting by Liu, Xinhao, Gong, Moonjun, Fang, Qi, Xie, Haoyu, Li, Yiming, Zhao, Hang, Feng, Chen

Table of Contents: “… 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 by Pombo, Carlos G. Lopez, Suñé, Agustín E. Martinez, Tuosto, Emilio

Table of Contents: “…. 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 by Masotti, Jacopo, Eikås, Roberto Di Remigio, Tantardini, Christian, Frediani, Luca

Table of Contents: “…-relativistic one, yet in a four-component framework, where Multiwavelet tools and algorithms developed…”
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Tactics2D: A Highly Modular and Extensible Simulator for Driving Decision-making by Li, Yueyuan, Zhang, Songan, Jiang, Mingyang, Chen, Xingyuan, Qian, Yeqiang, Wang, Chunxiang, Yang, Ming

Table of Contents: “… numerous commonly utilized algorithms and configurations, Tactics2D empowers users to construct…”
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