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

MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning von Zhang, Wenjin, Li, Keyi, Yang, Sen, Gao, Chenyang, Yang, Wanzhao, Yuan, Sifan, Marsic, Ivan

Inhaltsangabe: “… this limitation and improve SSL performance, we introduce \algo, a novel algorithm that fully utilizes unlabeled …”
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VS-Assistant: Versatile Surgery Assistant on the Demand of Surgeons von Chen, Zhen, Luo, Xingjian, Wu, Jinlin, Chan, Danny T. M., Lei, Zhen, Wang, Jinqiao, Ourselin, Sebastien, Liu, Hongbin

Inhaltsangabe: “… advanced algorithms to provide understanding and decision-making assistance for surgeons. Despite great …”
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Distributed Speculative Inference (DSI): Speculation Parallelism for Provably Faster Lossless Language Model Inference von Timor, Nadav, Mamou, Jonathan, Korat, Daniel, Berchansky, Moshe, Pereg, Oren, Wasserblat, Moshe, Galanti, Tomer, Gordon, Michal, Harel, David

Inhaltsangabe: “… This paper introduces distributed speculative inference (DSI), a novel inference algorithm …”
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Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search von Liu, Max, Yu, Chan-Hung, Lee, Wei-Hsu, Hung, Cheng-Wei, Chen, Yen-Chun, Sun, Shao-Hua

Inhaltsangabe: “… codes and then convert them into DSL programs. To further optimize the LLM-generated programs, we …”
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Share Secrets for Privacy: Confidential Forecasting with Vertical Federated Learning von Shankar, Aditya, Decouchant, Jérémie, Gkorou, Dimitra, Hai, Rihan, Chen, Lydia Y.

Inhaltsangabe: “… ), a novel framework with the following key features: i) a privacy-preserving algorithm for forecasting …”
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Offline Multi-Objective Optimization von Xue, Ke, Tan, Rong-Xi, Huang, Xiaobin, Qian, Chao

Inhaltsangabe: “… architecture, learning algorithm, and search algorithm. Empirical results show improvements over the best value …”
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Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence von Lu, Junru, Li, Jiazheng, An, Siyu, Zhao, Meng, He, Yulan, Yin, Di, Sun, Xing

Inhaltsangabe: “… Direct Preference Optimization (DPO) has emerged as a prominent algorithm for the direct and robust …”
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Suri: Multi-constraint Instruction Following for Long-form Text Generation von Pham, Chau Minh, Sun, Simeng, Iyyer, Mohit

Inhaltsangabe: “… 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 von Li, Zeju, Zheng, Ying-Qiu, Chen, Chen, Jbabdi, Saad

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

Inhaltsangabe: “… , 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 von Uehara, Masatoshi, Zhao, Yulai, Biancalani, Tommaso, Levine, Sergey

Inhaltsangabe: “… 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 von Liu, Jiuyu, Ma, Yi, Wang, Jinfei, Tafazolli, Rahim

Inhaltsangabe: “… -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 von Wang, Xiao, wang, Chao, Wang, Shiao, Wang, Xixi, Zhao, Zhicheng, Zhu, Lin, Jiang, Bo

Inhaltsangabe: “… 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 von Ma, Zeyuan, Chen, Jiacheng, Guo, Hongshu, Gong, Yue-Jiao

Inhaltsangabe: “… 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 von Qiao, Zhongjian, Lyu, Jiafei, Jiao, Kechen, Liu, Qi, Li, Xiu

Inhaltsangabe: “… 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 von He, Yifei, Hu, Yuzheng, Lin, Yong, Zhang, Tong, Zhao, Han

Inhaltsangabe: “… 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 von Wang, Fengshun, Wang, Qiurui, Wang, Yuting

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

Inhaltsangabe: “… 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 von Matrosova, Kristina, Marey, Lilian, Salha-Galvan, Guillaume, Louail, Thomas, Bodini, Olivier, Moussallam, Manuel

Inhaltsangabe: “… 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 von Xu, Binbin, Tao, Allen, Thomas, Hugues, Zhang, Jian, Barfoot, Timothy D.

Inhaltsangabe: “… in LiDAR keyframes, refines their 3D poses with the Iterative Closest Point (ICP) algorithm, and tracks …”
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