Suchergebnisse - coding (algorithm OR (algorithmics OR (algorithmssics OR algorithmssics)))

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

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

Inhaltsangabe: “… 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 von Annamalai, Meenatchi Sundaram Muthu Selva, Ganev, Georgi, De Cristofaro, Emiliano

Inhaltsangabe: “… 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 von Li, Zhe, Ying, Bicheng, Liu, Zidong, Dong, Chaosheng, Yang, Haibo

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

Inhaltsangabe: “… 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 von Linok, Sergey, Zemskova, Tatiana, Ladanova, Svetlana, Titkov, Roman, Yudin, Dmitry, Monastyrny, Maxim, Valenkov, Aleksei

Inhaltsangabe: “… 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 von Guo, Xiaoyu, Zhong, Pengzhi, Lin, Lizhi, Zhang, Hao, Huang, Ling, Li, Shuiwang

Inhaltsangabe: “… -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 von Chen, Zhen, Zhang, Zongming, Guo, Wenwu, Luo, Xingjian, Bai, Long, Wu, Jinlin, Ren, Hongliang, Liu, Hongbin

Inhaltsangabe: “… 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 von Giordano, Marco, Dheman, Kanika, Magno, Michele

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

Inhaltsangabe: “… 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 von Arvizu, Abraham, Aviles, Alejandro, Hidalgo, Juan Carlos, Moreno, Eladio, Niz, Gustavo, Rodriguez-Meza, Mario A., Samario, Sofía, Collaboration, The LSST Dark Energy Science

Inhaltsangabe: “… ), 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 von Pan, Yuhao, Wang, Xiucheng, Xu, Zhiyao, Cheng, Nan, Xu, Wenchao, Zhang, Jun-jie

Inhaltsangabe: “… 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 von Chajaei, Fatemeh, Bagheri, Hossein

Inhaltsangabe: “… 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 von Ying, Xinyi, Liu, Li, Lin, Zaipin, Shi, Yangsi, Wang, Yingqian, Li, Ruojing, Cao, Xu, Li, Boyang, Zhou, Shilin, An, Wei

Inhaltsangabe: “… 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 von Fang, Wenzhi, Han, Dong-Jun, Chen, Evan, Wang, Shiqiang, Brinton, Christopher G.

Inhaltsangabe: “… 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 von Zhu, Zunjie, Fang, Youxu, Li, Xin, Yan, Chengang, Xu, Feng, Yuen, Chau, Li, Yanyan

Inhaltsangabe: “… 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 von Nam, Daehwan, Lee, Gary Geunbae

Inhaltsangabe: “… 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 von Nguyen, Minh Hieu, Nguyen, Huu Tien, Nguyen, Trung Thanh, Nguyen, Manh Duong, Hoang, Trong Nghia, Nguyen, Truong Thao, Nguyen, Phi Le

Inhaltsangabe: “… 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 von Liao, Weibin, Chu, Xu, Wang, Yasha

Inhaltsangabe: “… 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 von Deng, Yue, Ma, Weiyu, Fan, Yuxin, Song, Ruyi, Zhang, Yin, Zhang, Haifeng, Zhao, Jian

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