Search Results - coding (algorithm OR Algorithmsssic)

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

Table of Contents: “… easier to understand. We propose an algorithm to solve biarchetype analysis. Although clustering…”
Get full text

A DRL solution to help reduce the cost in waiting time of securing a traffic light for cyclists by Magnana, Lucas, Rivano, Hervé, Chiabaut, Nicolas

Table of Contents: “… traffic light control algorithm over whole days. Results show that DRL achieves better minimization…”
Get full text

Dependency-aware Resource Allocation for Serverless Functions at the Edge by Baresi, Luciano, Quattrocchi, Giovanni, Ticongolo, Inacio

Table of Contents: “…Serverless computing allows developers to break their code into small components, known…”
Get full text

LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway Segmentation by Diakite, Alou, Li, Cheng, Xie, Lei, Feng, Yuanjing, Han, Hua, Wang, Shanshan

Table of Contents: “…. Therefore, it is crucial to develop effective algorithms in situations with limited labeled samples…”
Get full text

Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks by Ma'sum, Muhammad Anwar, Sarkar, MD Rasel, Pratama, Mahardhika, Ramasamy, Savitha, Anavatti, Sreenatha, Liu, Lin, Habibullah, Kowalczyk, Ryszard

Table of Contents: “… demonstrate the advantage of our approach with at least $3\%$ improvements over the baseline algorithms…”
Get full text

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. …”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text