Suchergebnisse - coding (algorithm OR algorithmsssic)

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

Inhaltsangabe: “… 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 von Magnana, Lucas, Rivano, Hervé, Chiabaut, Nicolas

Inhaltsangabe: “… 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 von Baresi, Luciano, Quattrocchi, Giovanni, Ticongolo, Inacio

Inhaltsangabe: “… 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 von Diakite, Alou, Li, Cheng, Xie, Lei, Feng, Yuanjing, Han, Hua, Wang, Shanshan

Inhaltsangabe: “… . 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 von Ma'sum, Muhammad Anwar, Sarkar, MD Rasel, Pratama, Mahardhika, Ramasamy, Savitha, Anavatti, Sreenatha, Liu, Lin, Habibullah, Kowalczyk, Ryszard

Inhaltsangabe: “… 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 von Konstantinov, Andrei V., Kozlov, Boris V., Kirpichenko, Stanislav R., Utkin, Lev V.

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

Inhaltsangabe: “… 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 von Ikram, Zarif, Pan, Ling, Liu, Dianbo

Inhaltsangabe: “… 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 von Nguyen, Thien-Minh, Xu, Xinhang, Jin, Tongxing, Yang, Yizhuo, Li, Jianping, Yuan, Shenghai, Xie, Lihua

Inhaltsangabe: “… , 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 von Warberg, Erik, Miksits, Adam, Barbosa, Fernando S.

Inhaltsangabe: “… . 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 von Nielebock, Sebastian, Blockhaus, Paul, Krüger, Jacob, Ortmeier, Frank

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

Inhaltsangabe: “… 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 von Zhu, Mengran, Gong, Yulu, Xiang, Yafei, Yu, Hanyi, Huo, Shuning

Inhaltsangabe: “… . 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 von Arakawa, Riku, Maeda, Kiyosu, Yakura, Hiromu

Inhaltsangabe: “… . 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 von Yi, Hanling, Lin, Feng, Li, Hongbin, Ning, Peiyang, Yu, Xiaotian, Xiao, Rong

Inhaltsangabe: “… 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 von Jovanović, Nikola, Staab, Robin, Vechev, Martin

Inhaltsangabe: “… 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 von Park, Jinha, Cho, Wonguk, Kim, Taesup

Inhaltsangabe: “… 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 von Angersbach, Richard, Kuckuck, Sebastian, Köstler, Harald

Inhaltsangabe: “… 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 von Cederle, Matteo, Piron, Luca Vittorio, Ceccon, Marina, Chiariotti, Federico, Fabris, Alessandro, Fabris, Marco, Susto, Gian Antonio

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

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