Risultati della ricerca - (endedededededededededededededededededededededededeDecoding OR coding) (algorithmics OR algorithm)

Suri: Multi-constraint Instruction Following for Long-form Text Generation di Pham, Chau Minh, Sun, Simeng, Iyyer, Mohit

Sommario: “... associated with collecting human preference judgments on long-form texts, preference-tuning algorithms...”
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Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning di Li, Zeju, Zheng, Ying-Qiu, Chen, Chen, Jbabdi, Saad

Sommario: “...Semi-supervised learning (SSL) algorithms struggle to perform well when exposed to imbalanced...”
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A Flexible Model for Record Linkage di Robach, Kayané, van der Pas, Stéphanie L, van de Wiel, Mark A, Hof, Michel H

Sommario: “..., postal code). Existing methodologies typically involve a compromise between computational efficiency...”
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Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review di Uehara, Masatoshi, Zhao, Yulai, Biancalani, Tommaso, Levine, Sergey

Sommario: “... reinforcement learning (RL). We explain the application of various RL algorithms, including PPO, differentiable...”
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Accelerating Iteratively Linear Detectors in Multi-User (ELAA-)MIMO Systems with UW-SVD di Liu, Jiuyu, Ma, Yi, Wang, Jinfei, Tafazolli, Rahim

Sommario: “...-signal vector. Existing iterative algorithms can be used to recover the e-signal vector, which undergoes...”
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MambaEVT: Event Stream based Visual Object Tracking using State Space Model di Wang, Xiao, wang, Chao, Wang, Shiao, Wang, Xixi, Zhao, Zhicheng, Zhu, Lin, Jiang, Bo

Sommario: “... resolution. Current event-based tracking algorithms are gradually hitting their performance bottlenecks, due...”
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Neural Exploratory Landscape Analysis for Meta-Black-Box-Optimization di Ma, Zeyuan, Chen, Jiacheng, Guo, Hongshu, Gong, Yue-Jiao

Sommario: “... fashion. NeurELA is pre-trained over a variety of MetaBBO algorithms using a multi-task neuroevolution...”
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SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning di Qiao, Zhongjian, Lyu, Jiafei, Jiao, Kechen, Liu, Qi, Li, Xiu

Sommario: “... algorithms including MOPO and Adapted MOReL (AMOReL), and provide theoretical analysis for them. Extensive...”
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Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic di He, Yifei, Hu, Yuzheng, Lin, Yong, Zhang, Tong, Zhao, Han

Sommario: “... introduce Localize-and-Stitch, a novel approach that merges models in a localized way. Our algorithm works...”
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FMI-TAL: Few-shot Multiple Instances Temporal Action Localization by Probability Distribution Learning and Interval Cluster Refinement di Wang, Fengshun, Wang, Qiurui, Wang, Yuting

Sommario: “... cosine penalization algorithm is designed to suppress temporal boundaries that do not include action...”
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Partition Detection in Byzantine Networks di Bromberg, Yérom-David, Decouchant, Jérémie, Sourisseau, Manon, Taïani, François

Sommario: “... behaviors are out of the scope of these algorithms despite Byzantine fault tolerance being an active...”
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Do Recommender Systems Promote Local Music? A Reproducibility Study Using Music Streaming Data di Matrosova, Kristina, Marey, Lilian, Salha-Galvan, Guillaume, Louail, Thomas, Bodini, Olivier, Moussallam, Manuel

Sommario: “... that different recommender systems exhibit algorithmic biases shifting music consumption either towards...”
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MakeWay: Object-Aware Costmaps for Proactive Indoor Navigation Using LiDAR di Xu, Binbin, Tao, Allen, Thomas, Hugues, Zhang, Jian, Barfoot, Timothy D.

Sommario: “... in LiDAR keyframes, refines their 3D poses with the Iterative Closest Point (ICP) algorithm, and tracks...”
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Think-on-Process: Dynamic Process Generation for Collaborative Development of Multi-Agent System di Lin, Leilei, Zhou, Yingming, Chen, Wenlong, Qian, Chen

Sommario: “... framework in code form, thus failing to dynamically adjust the software development process in real-time...”
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Underwater Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future di Chen, Long, Huang, Yuzhi, Dong, Junyu, Xu, Qi, Kwong, Sam, Lu, Huimin, Lu, Huchuan, Li, Chongyi

Sommario: “... comprehensively study AI-based UOD. In this survey, we first categorise existing algorithms into traditional...”
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ForceMimic: Force-Centric Imitation Learning with Force-Motion Capture System for Contact-Rich Manipulation di Liu, Wenhai, Wang, Junbo, Wang, Yiming, Wang, Weiming, Lu, Cewu

Sommario: “..., compensating for inaccuracies in the vision-guided hand trajectory. However, current robot learning algorithms...”
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Dying Clusters Is All You Need -- Deep Clustering With an Unknown Number of Clusters di Leiber, Collin, Strauß, Niklas, Schubert, Matthias, Seidl, Thomas

Sommario: “... combined with various deep clustering algorithms. We demonstrate the applicability of our approach...”
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Robust 3D Point Clouds Classification based on Declarative Defenders di Li, Kaidong, Zhang, Tianxiao, Zhong, Cuncong, Zhang, Ziming, Wang, Guanghui

Sommario: “... generates 2D images with disconnected projected pixels. In this paper, we explore three distinct algorithms...”
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Human-Readable Programs as Actors of Reinforcement Learning Agents Using Critic-Moderated Evolution di Deproost, Senne, Steckelmacher, Denis, Nowé, Ann

Sommario: “... Reinforcement Learning (PRL) is able to to create representations of this black-box in the form of source code...”
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EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models di Sun, Shangquan, Ren, Wenqi, Liu, Zikun, Park, Hyunhee, Wang, Rui, Cao, Xiaochun

Sommario: “... into Gaussian mixture models (GMMs) and employ an expectation maximization (EM)-based algorithm to estimate...”
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