Search Results - coding (algorithm OR (algorithmics OR (Algorithmsssssics OR algorithmicsics)))

Dual feature-based and example-based explanation methods by Konstantinov, Andrei V., Kozlov, Boris V., Kirpichenko, Stanislav R., Utkin, Lev V.

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

Table of Contents: “… 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 by Ikram, Zarif, Pan, Ling, Liu, Dianbo

Table of Contents: “… 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 by Nguyen, Thien-Minh, Xu, Xinhang, Jin, Tongxing, Yang, Yizhuo, Li, Jianping, Yuan, Shenghai, Xie, Lihua

Table of Contents: “…, 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 by Warberg, Erik, Miksits, Adam, Barbosa, Fernando S.

Table of Contents: “…. 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 by Nielebock, Sebastian, Blockhaus, Paul, Krüger, Jacob, Ortmeier, Frank

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

Table of Contents: “…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 by Zhu, Mengran, Gong, Yulu, Xiang, Yafei, Yu, Hanyi, Huo, Shuning

Table of Contents: “…. 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 by Arakawa, Riku, Maeda, Kiyosu, Yakura, Hiromu

Table of Contents: “…. 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 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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