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

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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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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