Search Results - coding (algorithm OR (algorithmics OR algorithmicsics))

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

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

Table of Contents: “… 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 by Annamalai, Meenatchi Sundaram Muthu Selva, Ganev, Georgi, De Cristofaro, Emiliano

Table of Contents: “…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 by Li, Zhe, Ying, Bicheng, Liu, Zidong, Dong, Chaosheng, Yang, Haibo

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

Table of Contents: “… 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 by Linok, Sergey, Zemskova, Tatiana, Ladanova, Svetlana, Titkov, Roman, Yudin, Dmitry, Monastyrny, Maxim, Valenkov, Aleksei

Table of Contents: “… 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 by Guo, Xiaoyu, Zhong, Pengzhi, Lin, Lizhi, Zhang, Hao, Huang, Ling, Li, Shuiwang

Table of Contents: “…-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 by Chen, Zhen, Zhang, Zongming, Guo, Wenwu, Luo, Xingjian, Bai, Long, Wu, Jinlin, Ren, Hongliang, Liu, Hongbin

Table of Contents: “… 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 by Giordano, Marco, Dheman, Kanika, Magno, Michele

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

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

Table of Contents: “…), 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 by Pan, Yuhao, Wang, Xiucheng, Xu, Zhiyao, Cheng, Nan, Xu, Wenchao, Zhang, Jun-jie

Table of Contents: “… 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 by Chajaei, Fatemeh, Bagheri, Hossein

Table of Contents: “… 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 by Ying, Xinyi, Liu, Li, Lin, Zaipin, Shi, Yangsi, Wang, Yingqian, Li, Ruojing, Cao, Xu, Li, Boyang, Zhou, Shilin, An, Wei

Table of Contents: “… 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 by Fang, Wenzhi, Han, Dong-Jun, Chen, Evan, Wang, Shiqiang, Brinton, Christopher G.

Table of Contents: “… 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 by Zhu, Zunjie, Fang, Youxu, Li, Xin, Yan, Chengang, Xu, Feng, Yuen, Chau, Li, Yanyan

Table of Contents: “…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 by Nam, Daehwan, Lee, Gary Geunbae

Table of Contents: “… 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 by Nguyen, Minh Hieu, Nguyen, Huu Tien, Nguyen, Trung Thanh, Nguyen, Manh Duong, Hoang, Trong Nghia, Nguyen, Truong Thao, Nguyen, Phi Le

Table of Contents: “… 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 by Liao, Weibin, Chu, Xu, Wang, Yasha

Table of Contents: “… 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 by Deng, Yue, Ma, Weiyu, Fan, Yuxin, Song, Ruyi, Zhang, Yin, Zhang, Haifeng, Zhao, Jian

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