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

Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding by Yi, Hanling, Lin, Feng, Li, Hongbin, Ning, Peiyang, Yu, Xiaotian, Xiao, Rong

Table of Contents: “… 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 by Jovanović, Nikola, Staab, Robin, Vechev, Martin

Table of Contents: “… 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 by Park, Jinha, Cho, Wonguk, Kim, Taesup

Table of Contents: “… 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 by Angersbach, Richard, Kuckuck, Sebastian, Köstler, Harald

Table of Contents: “… 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 by Cederle, Matteo, Piron, Luca Vittorio, Ceccon, Marina, Chiariotti, Federico, Fabris, Alessandro, Fabris, Marco, Susto, Gian Antonio

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

Table of Contents: “… 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 by Tang, Huidong, Li, Chen, Kamei, Sayaka, Yamanishi, Yoshihiro, Morimoto, Yasuhiko

Table of Contents: “… (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 by Han, Woo Kyoung, Im, Sunghoon, Kim, Jaedeok, Jin, Kyong Hwan

Table of Contents: “… 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 by Foroutan, Yalda, Rebain, Daniel, Yi, Kwang Moo, Tagliasacchi, Andrea

Table of Contents: “… 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 by Scardapane, Simone

Table of Contents: “…, 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 by Xiao, Zhang, Li, Shuaixin

Table of Contents: “… 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 by Hu, Guanyu, Papadopoulou, Eleni, Kollias, Dimitrios, Tzouveli, Paraskevi, Wei, Jie, Yang, Xinyu

Table of Contents: “…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 by Wang, Zhiqiang, Pang, Yiran, Lin, Yanbin, Zhu, Xingquan

Table of Contents: “… 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 by Jiao, Yusheng, Ling, Feng, Heydari, Sina, Heess, Nicolas, Merel, Josh, Kanso, Eva

Table of Contents: “… 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 by Radtke, Pawel K., Weinzierl, Tobias

Table of Contents: “… 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 by Almuzairee, Abdulaziz, Hansen, Nicklas, Christensen, Henrik I.

Table of Contents: “…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 by Zhu, Muzhi, Fan, Chengxiang, Chen, Hao, Liu, Yang, Mao, Weian, Xu, Xiaogang, Shen, Chunhua

Table of Contents: “…. 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 by Lee, Hojoon, Cho, Hyeonseo, Kim, Hyunseung, Kim, Donghu, Min, Dugki, Choo, Jaegul, Lyle, Clare

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

Table of Contents: “… 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 by Shi, Ge, Kan, Ziwen, Smucny, Jason, Davidson, Ian

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