Search Results - (coding OR decoding) (algorithm OR (algorithmics OR (Algorithmsssics OR Algorithmsssics)))

Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review by Uehara, Masatoshi, Zhao, Yulai, Biancalani, Tommaso, Levine, Sergey

Table of Contents: “… 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 by Liu, Jiuyu, Ma, Yi, Wang, Jinfei, Tafazolli, Rahim

Table of Contents: “…-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 by Wang, Xiao, wang, Chao, Wang, Shiao, Wang, Xixi, Zhao, Zhicheng, Zhu, Lin, Jiang, Bo

Table of Contents: “… 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 by Ma, Zeyuan, Chen, Jiacheng, Guo, Hongshu, Gong, Yue-Jiao

Table of Contents: “… 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 by Qiao, Zhongjian, Lyu, Jiafei, Jiao, Kechen, Liu, Qi, Li, Xiu

Table of Contents: “… 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 by He, Yifei, Hu, Yuzheng, Lin, Yong, Zhang, Tong, Zhao, Han

Table of Contents: “… 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 by Wang, Fengshun, Wang, Qiurui, Wang, Yuting

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

Table of Contents: “… 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 by Matrosova, Kristina, Marey, Lilian, Salha-Galvan, Guillaume, Louail, Thomas, Bodini, Olivier, Moussallam, Manuel

Table of Contents: “… 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 by Xu, Binbin, Tao, Allen, Thomas, Hugues, Zhang, Jian, Barfoot, Timothy D.

Table of Contents: “… 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 by Lin, Leilei, Zhou, Yingming, Chen, Wenlong, Qian, Chen

Table of Contents: “… 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 by Chen, Long, Huang, Yuzhi, Dong, Junyu, Xu, Qi, Kwong, Sam, Lu, Huimin, Lu, Huchuan, Li, Chongyi

Table of Contents: “… 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 by Liu, Wenhai, Wang, Junbo, Wang, Yiming, Wang, Weiming, Lu, Cewu

Table of Contents: “…, 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 by Leiber, Collin, Strauß, Niklas, Schubert, Matthias, Seidl, Thomas

Table of Contents: “… 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 by Li, Kaidong, Zhang, Tianxiao, Zhong, Cuncong, Zhang, Ziming, Wang, Guanghui

Table of Contents: “… 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 by Deproost, Senne, Steckelmacher, Denis, Nowé, Ann

Table of Contents: “… 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 by Sun, Shangquan, Ren, Wenqi, Liu, Zikun, Park, Hyunhee, Wang, Rui, Cao, Xiaochun

Table of Contents: “… into Gaussian mixture models (GMMs) and employ an expectation maximization (EM)-based algorithm to estimate…”
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Online Intrinsic Rewards for Decision Making Agents from Large Language Model Feedback by Zheng, Qinqing, Henaff, Mikael, Zhang, Amy, Grover, Aditya, Amos, Brandon

Table of Contents: “…. In this work, we address these limitations through a combination of algorithmic and systems-level contributions…”
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Improved Multi-Task Brain Tumour Segmentation with Synthetic Data Augmentation by Ferreira, André, Jesus, Tiago, Puladi, Behrus, Kleesiek, Jens, Alves, Victor, Egger, Jan

Table of Contents: “… of more and more sophisticated and reliable algorithms. However, achieving clinical standards…”
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Evolution of weights on a connected finite graph by Ma, Jicheng, Yang, Yunyan

Table of Contents: “… to the problem of community detection. Our algorithm is based on such a discrete evolution, where probability…”
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