Résultats de la recherche - coding (algorithmssic OR algorithm)

Biarchetype analysis: simultaneous learning of observations and features based on extremes par Alcacer, Aleix, Epifanio, Irene, Gual-Arnau, Ximo

Table des matières: “… easier to understand. We propose an algorithm to solve biarchetype analysis. Although clustering…”
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A DRL solution to help reduce the cost in waiting time of securing a traffic light for cyclists par Magnana, Lucas, Rivano, Hervé, Chiabaut, Nicolas

Table des matières: “… traffic light control algorithm over whole days. Results show that DRL achieves better minimization…”
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Dependency-aware Resource Allocation for Serverless Functions at the Edge par Baresi, Luciano, Quattrocchi, Giovanni, Ticongolo, Inacio

Table des matières: “…Serverless computing allows developers to break their code into small components, known…”
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LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway Segmentation par Diakite, Alou, Li, Cheng, Xie, Lei, Feng, Yuanjing, Han, Hua, Wang, Shanshan

Table des matières: “…. Therefore, it is crucial to develop effective algorithms in situations with limited labeled samples…”
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Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks par Ma'sum, Muhammad Anwar, Sarkar, MD Rasel, Pratama, Mahardhika, Ramasamy, Savitha, Anavatti, Sreenatha, Liu, Lin, Habibullah, Kowalczyk, Ryszard

Table des matières: “… demonstrate the advantage of our approach with at least $3\%$ improvements over the baseline algorithms…”
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Dual feature-based and example-based explanation methods par Konstantinov, Andrei V., Kozlov, Boris V., Kirpichenko, Stanislav R., Utkin, Lev V.

Table des matières: “… are performed for studying the approach. The code of proposed algorithms is available. …”
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Stale Profile Matching par Ayupov, Amir, Panchenko, Maksim, Pupyrev, Sergey

Table des matières: “… code. To achieve the maximum performance boost, profile data needs to be collected on the same version…”
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Evolution Guided Generative Flow Networks par Ikram, Zarif, Pan, Ling, Liu, Dianbo

Table des matières: “… training using Evolutionary algorithms (EA). Our method can work on top of any GFlowNets training objective…”
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Eigen Is All You Need: Efficient Lidar-Inertial Continuous-Time Odometry with Internal Association par Nguyen, Thien-Minh, Xu, Xinhang, Jin, Tongxing, Yang, Yizhuo, Li, Jianping, Yuan, Shenghai, Xie, Lihua

Table des matières: “…, which promotes two main insights. One, contrary to conventional wisdom, CT-LIO algorithm can…”
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Real-Time Line-Based Room Segmentation and Continuous Euclidean Distance Fields par Warberg, Erik, Miksits, Adam, Barbosa, Fernando S.

Table des matières: “…. This is possible thanks to a novel line-based room segmentation algorithm, enabling the creation of smaller local…”
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ASAP-Repair: API-Specific Automated Program Repair Based on API Usage Graphs par Nielebock, Sebastian, Blockhaus, Paul, Krüger, Jacob, Ortmeier, Frank

Table des matières: “…Modern software development relies on the reuse of code via Application Programming Interfaces…”
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MLTCP: Congestion Control for DNN Training par Rajasekaran, Sudarsanan, Narang, Sanjoli, Zabreyko, Anton A., Ghobadi, Manya

Table des matières: “…We present MLTCP, a technique to augment today's congestion control algorithms to accelerate DNN…”
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Utilizing GANs for Fraud Detection: Model Training with Synthetic Transaction Data par Zhu, Mengran, Gong, Yulu, Xiang, Yafei, Yu, Hanyi, Huo, Shuning

Table des matières: “…. The objective of the experiment is to design and implement a fake face verification code and fraud detection…”
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Supporting Experts with a Multimodal Machine-Learning-Based Tool for Human Behavior Analysis of Conversational Videos par Arakawa, Riku, Maeda, Kiyosu, Yakura, Hiromu

Table des matières: “…. It enables experts to combine various machine learning algorithms to capture human behavioral cues without…”
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Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding par Yi, Hanling, Lin, Feng, Li, Hongbin, Ning, Peiyang, Yu, Xiaotian, Xiao, Rong

Table des matières: “… of parameters. We propose \textbf{S}mart \textbf{P}arallel \textbf{A}uto-\textbf{C}orrect d\textbf{E}coding…”
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Watermark Stealing in Large Language Models par Jovanović, Nikola, Staab, Robin, Vechev, Martin

Table des matières: “… was previously unnoticed. We are the first to propose an automated WS algorithm and use it in the first…”
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Overcoming Data Inequality across Domains with Semi-Supervised Domain Generalization par Park, Jinha, Cho, Wonguk, Kim, Taesup

Table des matières: “… is labeled while the rest are unlabeled. We propose a novel algorithm, ProUD, which can effectively learn…”
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Towards Code Generation for Octree-Based Multigrid Solvers par Angersbach, Richard, Kuckuck, Sebastian, Köstler, Harald

Table des matières: “… kernels with manual implementations of complex octree data structures and algorithms often found…”
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A Fairness-Oriented Reinforcement Learning Approach for the Operation and Control of Shared Micromobility Services par Cederle, Matteo, Piron, Luca Vittorio, Ceccon, Marina, Chiariotti, Federico, Fabris, Alessandro, Fabris, Marco, Susto, Gian Antonio

Table des matières: “…. Addressing this gap, our study investigates the balance between performance optimization and algorithmic…”
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Algorithmic Details behind the Predator Shape Analyser par Dudka, Kamil, Muller, Petr, Peringer, Petr, Šoková, Veronika, Vojnar, Tomáš

Table des matières: “… of the algorithms behind the Predator shape analyser based on abstract interpretation and symbolic memory graphs…”
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