Suchergebnisse - coding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR algorithmssics))

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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Molecular Generative Adversarial Network with Multi-Property Optimization von Tang, Huidong, Li, Chen, Kamei, Sayaka, Yamanishi, Yoshihiro, Morimoto, Yasuhiko

Inhaltsangabe: “… (RL) algorithms, particularly Monte Carlo tree search (MCTS), to handle the discrete nature …”
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JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients von Han, Woo Kyoung, Im, Sunghoon, Kim, Jaedeok, Jin, Kyong Hwan

Inhaltsangabe: “… representation with continuous cosine formulation. The JPEG algorithm significantly quantizes discrete cosine …”
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Evaluating Alternatives to SFM Point Cloud Initialization for Gaussian Splatting von Foroutan, Yalda, Rebain, Daniel, Yi, Kwang Moo, Tagliasacchi, Andrea

Inhaltsangabe: “… by Structure-from-Motion (SFM) algorithms is a significant limitation to be overcome. To this end, we …”
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Alice's Adventures in a Differentiable Wonderland -- Volume I, A Tour of the Land von Scardapane, Simone

Inhaltsangabe: “… , molecular discovery algorithms, robotics, and much more. Stripped of anything else, neural networks …”
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A real-time, robust and versatile visual-SLAM framework based on deep learning networks von Xiao, Zhang, Li, Shuaixin

Inhaltsangabe: “… outperforms state-of-the-art SLAM algorithms in terms of localization accuracy and tracking robustness …”
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Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis von Hu, Guanyu, Papadopoulou, Eleni, Kollias, Dimitrios, Tzouveli, Paraskevi, Wei, Jie, Yang, Xinyu

Inhaltsangabe: “… The increasing integration of machine learning algorithms in daily life underscores the critical …”
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Adaptable and Reliable Text Classification using Large Language Models von Wang, Zhiqiang, Pang, Yiran, Lin, Yanbin, Zhu, Xingquan

Inhaltsangabe: “… evaluated the performance of several LLMs, machine learning algorithms, and neural network-based …”
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Deep Dive into Model-free Reinforcement Learning for Biological and Robotic Systems: Theory and Practice von Jiao, Yusheng, Ling, Feng, Heydari, Sina, Heess, Nicolas, Merel, Josh, Kanso, Eva

Inhaltsangabe: “… for sensing and actuation in robotic systems. Algorithms and code implementing both learning agents …”
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Compiler support for semi-manual AoS-to-SoA conversions with data views von Radtke, Pawel K., Weinzierl, Tobias

Inhaltsangabe: “… the computation. Whether AoS or SoA is favourable depends on the execution context and algorithm step. We propose …”
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A Recipe for Unbounded Data Augmentation in Visual Reinforcement Learning von Almuzairee, Abdulaziz, Hansen, Nicklas, Christensen, Henrik I.

Inhaltsangabe: “… Q-learning algorithms are appealing for real-world applications due to their data-efficiency …”
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Generative Active Learning for Long-tailed Instance Segmentation von Zhu, Muzhi, Fan, Chengxiang, Chen, Hao, Liu, Yang, Mao, Weian, Xu, Xiaogang, Shen, Chunhua

Inhaltsangabe: “… . Subsequently, we propose BSGAL, a new algorithm that online estimates the contribution of the generated data …”
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Slow and Steady Wins the Race: Maintaining Plasticity with Hare and Tortoise Networks von Lee, Hojoon, Cho, Hyeonseo, Kim, Hyunseung, Kim, Donghu, Min, Dugki, Choo, Jaegul, Lyle, Clare

Inhaltsangabe: “… , which improves advanced reinforcement learning algorithms on the Atari-100k benchmark. The code …”
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RRLS : Robust Reinforcement Learning Suite von Zouitine, Adil, Bertoin, David, Clavier, Pierre, Geist, Matthieu, Rachelson, Emmanuel

Inhaltsangabe: “… for deploying algorithms in real-world scenarios with prevalent environmental uncertainties and has been a long …”
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ChaosMining: A Benchmark to Evaluate Post-Hoc Local Attribution Methods in Low SNR Environments von Shi, Ge, Kan, Ziwen, Smucny, Jason, Davidson, Ian

Inhaltsangabe: “… elimination (RFE) algorithm, enhancing its applicability for neural networks. Our experiments highlight its …”
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