Résultats de la recherche - coding (algorithm OR (algorithmics OR Algorithmssics))

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

Table des matières: “…Group fairness for Graph Neural Networks (GNNs), which emphasizes algorithmic decisions neither…”
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Parameter-Efficient Instance-Adaptive Neural Video Compression par Yang, Hyunmo, Oh, Seungjun, Park, Eunbyung

Table des matières: “… for test video sequences. The resulting algorithm significantly improves compression performance…”
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"What do you want from theory alone?" Experimenting with Tight Auditing of Differentially Private Synthetic Data Generation par Annamalai, Meenatchi Sundaram Muthu Selva, Ganev, Georgi, De Cristofaro, Emiliano

Table des matières: “…Differentially private synthetic data generation (DP-SDG) algorithms are used to release datasets…”
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Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization par Li, Zhe, Ying, Bicheng, Liu, Zidong, Dong, Chaosheng, Yang, Haibo

Table des matières: “… a novel dimension-free communication algorithm - DeComFL, which leverages the zeroth-order…”
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Prompt Optimization with Human Feedback par Lin, Xiaoqiang, Dai, Zhongxiang, Verma, Arun, Ng, See-Kiong, Jaillet, Patrick, Low, Bryan Kian Hsiang

Table des matières: “… iteration, and hence introduce our algorithm named automated POHF (APOHF). We apply our APOHF algorithm…”
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Beyond Bare Queries: Open-Vocabulary Object Grounding with 3D Scene Graph par Linok, Sergey, Zemskova, Tatiana, Ladanova, Svetlana, Titkov, Roman, Yudin, Dmitry, Monastyrny, Maxim, Valenkov, Aleksei

Table des matières: “… model as a human-to-agent interface through our deductive scene reasoning algorithm. BBQ employs robust…”
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Tracking Reflected Objects: A Benchmark par Guo, Xiaoyu, Zhong, Pengzhi, Lin, Lizhi, Zhang, Hao, Huang, Ling, Li, Shuiwang

Table des matières: “…-scale training datasets. These datasets have enabled the development of numerous algorithms that can…”
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ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention Understanding par Chen, Zhen, Zhang, Zongming, Guo, Wenwu, Luo, Xingjian, Bai, Long, Wu, Jinlin, Ren, Hongliang, Liu, Hongbin

Table des matières: “… surgical safety. Existing algorithms directly detected all instruments of pre-defined categories…”
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SepAl: Sepsis Alerts On Low Power Wearables With Digital Biomarkers and On-Device Tiny Machine Learning par Giordano, Marco, Dheman, Kanika, Magno, Michele

Table des matières: “… million lives per year globally. Prognostic algorithms based on deep learning have shown promise…”
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Low-Light Object Tracking: A Benchmark par Zhong, Pengzhi, Guo, Xiaoyu, Huang, Defeng, Peng, Xiaojun, Li, Yian, Zhao, Qijun, Li, Shuiwang

Table des matières: “… of large-scale training datasets. These datasets have supported the development of sophisticated algorithms…”
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Modeling the 3-point correlation function of projected scalar fields on the sphere par Arvizu, Abraham, Aviles, Alejandro, Hidalgo, Juan Carlos, Moreno, Eladio, Niz, Gustavo, Rodriguez-Meza, Mario A., Samario, Sofía, Collaboration, The LSST Dark Energy Science

Table des matières: “…), will be the prohibitive computation time required for dealing with a vast quantity of sources. Brute force algorithms…”
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GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network par Pan, Yuhao, Wang, Xiucheng, Xu, Zhiyao, Cheng, Nan, Xu, Wenchao, Zhang, Jun-jie

Table des matières: “… algorithm significantly improves convergence speed while reducing the mean AoI values of users. The code…”
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Machine Learning Framework for High-Resolution Air Temperature Downscaling Using LiDAR-Derived Urban Morphological Features par Chajaei, Fatemeh, Bagheri, Hossein

Table des matières: “… such as wind, humidity, etc., to downscale air temperature using machine learning algorithms. The results…”
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Infrared Small Target Detection in Satellite Videos: A New Dataset and A Novel Recurrent Feature Refinement Framework par Ying, Xinyi, Liu, Li, Lin, Zaipin, Shi, Yangsi, Wang, Yingqian, Li, Ruojing, Cao, Xu, Li, Boyang, Zhou, Shilin, An, Wei

Table des matières: “… available MIRST dataset in satellite videos greatly hinders the algorithm development. To address…”
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Hierarchical Federated Learning with Multi-Timescale Gradient Correction par Fang, Wenzhi, Han, Dong-Jun, Chen, Evan, Wang, Shiqiang, Brinton, Christopher G.

Table des matières: “… aggregation points at multiple levels of the system. However, existing algorithms for HFL encounter challenges…”
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Robust Gaussian Splatting SLAM by Leveraging Loop Closure par Zhu, Zunjie, Fang, Youxu, Li, Xin, Yan, Chengang, Xu, Feng, Yuen, Chau, Li, Yanyan

Table des matières: “…3D Gaussian Splatting algorithms excel in novel view rendering applications and have been adapted…”
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Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering par Nam, Daehwan, Lee, Gary Geunbae

Table des matières: “… and union types, and a mask caching algorithm. In particular, sub-type inference and the mask caching…”
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FedCert: Federated Accuracy Certification par Nguyen, Minh Hieu, Nguyen, Huu Tien, Nguyen, Trung Thanh, Nguyen, Manh Duong, Hoang, Trong Nghia, Nguyen, Truong Thao, Nguyen, Phi Le

Table des matières: “… algorithm to ensure reliable certified accuracy during the aggregation step of the approximation algorithm…”
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TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees par Liao, Weibin, Chu, Xu, Wang, Yasha

Table des matières: “… preference responses required by the DPO algorithm. However, the DPO algorithm based on binary preference…”
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SMAC-R1: The Emergence of Intelligence in Decision-Making Tasks par Deng, Yue, Ma, Weiyu, Fan, Yuxin, Song, Ruyi, Zhang, Yin, Zhang, Haifeng, Zhao, Jian

Table des matières: “… of allied units to defeat enemy forces. Traditional MARL algorithms often require interacting…”
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