Risultati della ricerca - coding (algorithmics OR (algorithm OR (algorithmicsicsics OR algorithmssssics)))

Fair Graph Representation Learning via Sensitive Attribute Disentanglement di Zhu, Yuchang, Li, Jintang, Zheng, Zibin, Chen, Liang

Sommario: “...Group fairness for Graph Neural Networks (GNNs), which emphasizes algorithmic decisions neither...”
Testo

Parameter-Efficient Instance-Adaptive Neural Video Compression di Yang, Hyunmo, Oh, Seungjun, Park, Eunbyung

Sommario: “... for test video sequences. The resulting algorithm significantly improves compression performance...”
Testo

"What do you want from theory alone?" Experimenting with Tight Auditing of Differentially Private Synthetic Data Generation di Annamalai, Meenatchi Sundaram Muthu Selva, Ganev, Georgi, De Cristofaro, Emiliano

Sommario: “...Differentially private synthetic data generation (DP-SDG) algorithms are used to release datasets...”
Testo

Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization di Li, Zhe, Ying, Bicheng, Liu, Zidong, Dong, Chaosheng, Yang, Haibo

Sommario: “... a novel dimension-free communication algorithm - DeComFL, which leverages the zeroth-order...”
Testo

Prompt Optimization with Human Feedback di Lin, Xiaoqiang, Dai, Zhongxiang, Verma, Arun, Ng, See-Kiong, Jaillet, Patrick, Low, Bryan Kian Hsiang

Sommario: “... iteration, and hence introduce our algorithm named automated POHF (APOHF). We apply our APOHF algorithm...”
Testo

Beyond Bare Queries: Open-Vocabulary Object Grounding with 3D Scene Graph di Linok, Sergey, Zemskova, Tatiana, Ladanova, Svetlana, Titkov, Roman, Yudin, Dmitry, Monastyrny, Maxim, Valenkov, Aleksei

Sommario: “... model as a human-to-agent interface through our deductive scene reasoning algorithm. BBQ employs robust...”
Testo

Tracking Reflected Objects: A Benchmark di Guo, Xiaoyu, Zhong, Pengzhi, Lin, Lizhi, Zhang, Hao, Huang, Ling, Li, Shuiwang

Sommario: “...-scale training datasets. These datasets have enabled the development of numerous algorithms that can...”
Testo

ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention Understanding di Chen, Zhen, Zhang, Zongming, Guo, Wenwu, Luo, Xingjian, Bai, Long, Wu, Jinlin, Ren, Hongliang, Liu, Hongbin

Sommario: “... surgical safety. Existing algorithms directly detected all instruments of pre-defined categories...”
Testo

SepAl: Sepsis Alerts On Low Power Wearables With Digital Biomarkers and On-Device Tiny Machine Learning di Giordano, Marco, Dheman, Kanika, Magno, Michele

Sommario: “... million lives per year globally. Prognostic algorithms based on deep learning have shown promise...”
Testo

Low-Light Object Tracking: A Benchmark di Zhong, Pengzhi, Guo, Xiaoyu, Huang, Defeng, Peng, Xiaojun, Li, Yian, Zhao, Qijun, Li, Shuiwang

Sommario: “... of large-scale training datasets. These datasets have supported the development of sophisticated algorithms...”
Testo

Modeling the 3-point correlation function of projected scalar fields on the sphere di Arvizu, Abraham, Aviles, Alejandro, Hidalgo, Juan Carlos, Moreno, Eladio, Niz, Gustavo, Rodriguez-Meza, Mario A., Samario, Sofía, Collaboration, The LSST Dark Energy Science

Sommario: “...), will be the prohibitive computation time required for dealing with a vast quantity of sources. Brute force algorithms...”
Testo

GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network di Pan, Yuhao, Wang, Xiucheng, Xu, Zhiyao, Cheng, Nan, Xu, Wenchao, Zhang, Jun-jie

Sommario: “... algorithm significantly improves convergence speed while reducing the mean AoI values of users. The code...”
Testo

Machine Learning Framework for High-Resolution Air Temperature Downscaling Using LiDAR-Derived Urban Morphological Features di Chajaei, Fatemeh, Bagheri, Hossein

Sommario: “... such as wind, humidity, etc., to downscale air temperature using machine learning algorithms. The results...”
Testo

Infrared Small Target Detection in Satellite Videos: A New Dataset and A Novel Recurrent Feature Refinement Framework di Ying, Xinyi, Liu, Li, Lin, Zaipin, Shi, Yangsi, Wang, Yingqian, Li, Ruojing, Cao, Xu, Li, Boyang, Zhou, Shilin, An, Wei

Sommario: “... available MIRST dataset in satellite videos greatly hinders the algorithm development. To address...”
Testo

Hierarchical Federated Learning with Multi-Timescale Gradient Correction di Fang, Wenzhi, Han, Dong-Jun, Chen, Evan, Wang, Shiqiang, Brinton, Christopher G.

Sommario: “... aggregation points at multiple levels of the system. However, existing algorithms for HFL encounter challenges...”
Testo

Robust Gaussian Splatting SLAM by Leveraging Loop Closure di Zhu, Zunjie, Fang, Youxu, Li, Xin, Yan, Chengang, Xu, Feng, Yuen, Chau, Li, Yanyan

Sommario: “...3D Gaussian Splatting algorithms excel in novel view rendering applications and have been adapted...”
Testo

Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering di Nam, Daehwan, Lee, Gary Geunbae

Sommario: “... and union types, and a mask caching algorithm. In particular, sub-type inference and the mask caching...”
Testo

FedCert: Federated Accuracy Certification di Nguyen, Minh Hieu, Nguyen, Huu Tien, Nguyen, Trung Thanh, Nguyen, Manh Duong, Hoang, Trong Nghia, Nguyen, Truong Thao, Nguyen, Phi Le

Sommario: “... algorithm to ensure reliable certified accuracy during the aggregation step of the approximation algorithm...”
Testo

TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees di Liao, Weibin, Chu, Xu, Wang, Yasha

Sommario: “... preference responses required by the DPO algorithm. However, the DPO algorithm based on binary preference...”
Testo

SMAC-R1: The Emergence of Intelligence in Decision-Making Tasks di Deng, Yue, Ma, Weiyu, Fan, Yuxin, Song, Ruyi, Zhang, Yin, Zhang, Haifeng, Zhao, Jian

Sommario: “... of allied units to defeat enemy forces. Traditional MARL algorithms often require interacting...”
Testo