Risultati della ricerca - (coding OR decoding) (algorithmics OR (algorithm OR (algorithm OR algorithmsssics)))

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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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GarmentLab: A Unified Simulation and Benchmark for Garment Manipulation di Lu, Haoran, Wu, Ruihai, Li, Yitong, Li, Sijie, Zhu, Ziyu, Ning, Chuanruo, Shen, Yan, Luo, Longzan, Chen, Yuanpei, Dong, Hao

Sommario: “... simulation methods such as FEM and PBD, along with our proposed sim-to-real algorithms and real-world...”
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A New Logic For Pediatric Brain Tumor Segmentation di Bengtsson, Max, Keles, Elif, Durak, Gorkem, Anwar, Syed, Velichko, Yuri S., Linguraru, Marius G., Waanders, Angela J., Bagci, Ulas

Sommario: “... segmentation outcomes with the winning algorithm from the PED BraTS 2023 challenge as the SOTA model. Our...”
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Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation Adaptation di Li, Yan, Guo, Weiwei, Yang, Xue, Liao, Ning, Zhang, Shaofeng, Yu, Yi, Yu, Wenxian, Yan, Junchi

Sommario: “... applications. However, current algorithms are limited to detecting a set of pre-defined object categories...”
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Delta-Influence: Unlearning Poisons via Influence Functions di Li, Wenjie, Li, Jiawei, Zeng, Pengcheng, de Witt, Christian Schroeder, Prabhu, Ameya, Sanyal, Amartya

Sommario: “... unlearning algorithms often struggle to effectively remove the influence of poisoned samples, particularly...”
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