Risultati della ricerca - coding (algorithm OR algorithmics)

Online Unsupervised Video Object Segmentation via Contrastive Motion Clustering di Xi, Lin, Chen, Weihai, Wu, Xingming, Liu, Zhong, Li, Zhengguo

Sommario: “.... In this work, a novel contrastive motion clustering algorithm with an optical flow as its input is proposed...”
Testo

Uncovering local aggregated air quality index with smartphone captured images leveraging efficient deep convolutional neural network di Mondal, Joyanta Jyoti, Islam, Md. Farhadul, Islam, Raima, Rhidi, Nowsin Kabir, Newaz, Sarfaraz, Manab, Meem Arafat, Islam, A. B. M. Alim Al, Noor, Jannatun

Sommario: “... on PM2.5 concentration data obtained from the local US consulate, calculated using the NowCast algorithm...”
Testo

TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes di Cao, Xiaoyan, Zheng, Yiyao, Yao, Yao, Qin, Huapeng, Cao, Xiaoyu, Guo, Shihui

Sommario: “...Video data and algorithms have been driving advances in multi-object tracking (MOT). While existing...”
Testo

Gradual Domain Adaptation: Theory and Algorithms di He, Yifei, Wang, Haoxiang, Li, Bo, Zhao, Han

Sommario: “.... In this work, we first theoretically analyze gradual self-training, a popular GDA algorithm, and provide a...”
Testo

Acoustics-based Active Control of Unsteady Flow Dynamics using Reinforcement Learning Driven Synthetic Jets di Rout, Siddharth, Phan, Khai, Lin, Chao-An

Sommario: “... in bluff-body flows. The codes for the algorithm can be found here: https://github.com/Siddharth-Rout...”
Testo

Minuet: Accelerating 3D Sparse Convolutions on GPUs di Yang, Jiacheng, Giannoula, Christina, Wu, Jun, Elhoushi, Mostafa, Gleeson, James, Pekhimenko, Gennady

Sommario: “... in the Map step with a novel segmented sorting double-traversed binary search algorithm that highly utilizes...”
Testo

SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning di Luo, Jianlan, Hu, Zheyuan, Xu, Charles, Tan, You Liang, Berg, Jacob, Sharma, Archit, Schaal, Stefan, Finn, Chelsea, Gupta, Abhishek, Levine, Sergey

Sommario: “... details of these algorithms are often just as important (if not more so) for performance as the choice...”
Testo

Median and Small Parsimony Problems on RNA trees di Marchand, Bertrand, Anselmetti, Yoann, Lafond, Manuel, Ouangraoua, Aïda

Sommario: “...Motivation: Non-coding RNAs (ncRNAs) express their functions by adopting molecular structures...”
Testo

Stitching the Spectrum: Semantic Spectrum Segmentation with Wideband Signal Stitching di Uvaydov, Daniel, Zhang, Milin, Robinson, Clifton Paul, D'Oro, Salvatore, Melodia, Tommaso, Restuccia, Francesco

Sommario: “... computer vision algorithm, we add non-local blocks to combine the spatial features of signals, and thus...”
Testo

AQA-Bench: An Interactive Benchmark for Evaluating LLMs' Sequential Reasoning Ability di Yang, Siwei, Zhao, Bingchen, Xie, Cihang

Sommario: “... of large language models (LLMs) in algorithmic contexts, such as depth-first search (DFS). The key feature...”
Testo

Insights into mobile health application market via a content analysis of marketplace data with machine learning di Aydin, Gokhan, Silahtaroglu, Gokhan

Sommario: “... app marketplaces and manually coded and categorized by two researchers. For analysis, Artificial...”
Testo

MMSR: Symbolic Regression is a Multi-Modal Information Fusion Task di Li, Yanjie, Liu, Jingyi, Li, Weijun, Yu, Lina, Wu, Min, Li, Wenqiang, Hao, Meilan, Wei, Su, Deng, Yusong

Sommario: “..., and Genetic Programming (GP) and Reinforcement Learning algorithms were used to solve it. However, GP...”
Testo

Semantic Text Transmission via Prediction with Small Language Models: Cost-Similarity Trade-off di Madhabhavi, Bhavani A, Karevvanavar, Gangadhar, Bhat, Rajshekhar V, Pappas, Nikolaos

Sommario: “... or equal to that of the Markov chain-based algorithm for the same $\bar{c}$. The improved performance comes...”
Testo

NASH: Neural Architecture Search for Hardware-Optimized Machine Learning Models di Ji, Mengfei, Chang, Yuchun, Zhang, Baolin, Al-Ars, Zaid

Sommario: “...As machine learning (ML) algorithms get deployed in an ever-increasing number of applications...”
Testo

DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference di Yao, Jinwei, Chen, Kaiqi, Zhang, Kexun, You, Jiaxuan, Yuan, Binhang, Wang, Zeke, Lin, Tao

Sommario: “... three practical tree-based workloads compared to state-of-the-art attention algorithms. Our code...”
Testo

Parameterized Maximum Node-Disjoint Paths di Lampis, Michael, Vasilakis, Manolis

Sommario: “... to solve via a surprisingly simple color-coding algorithm, which relies on identifying an insightful...”
Testo

Logical Error Rates for a [[4,2,2]]-Encoded Variational Quantum Eigensolver Ansatz di Gowrishankar, Meenambika, Claudino, Daniel, Wright, Jerimiah, Humble, Travis

Sommario: “...Quantum computing offers a potential for algorithmic speedups for applications, such as large-scale...”
Testo

ACTION: Augmentation and Computation Toolbox for Brain Network Analysis with Functional MRI di Fang, Yuqi, Zhang, Junhao, Wang, Linmin, Wang, Qianqian, Liu, Mingxia

Sommario: “... algorithms for fMRI analysis. However, existing toolboxes seldom consider fMRI data augmentation, which...”
Testo

From Compliant to Rigid Contact Simulation: a Unified and Efficient Approach di Carpentier, Justin, Montaut, Louis, Lidec, Quentin Le

Sommario: “... algorithms to account for both compliant and rigid contact interfaces in a unified way. To handle ill...”
Testo

Improving Adversarial Robustness via Decoupled Visual Representation Masking di Liu, Decheng, Chen, Tao, Peng, Chunlei, Wang, Nannan, Hu, Ruimin, Gao, Xinbo

Sommario: “..., and adversarial defense algorithms draw more and more attention nowadays. Pre-processing based defense is a major...”
Testo