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

Neural-Model-Augmented Hybrid NMS-OSD Decoders for Near-ML in Short Block Codes di Li, Guangwen, Yu, Xiao

Sommario: “... decoding path for OSD is initialized by the arranged list of the most a priori likely tests algorithm...”
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A Mixture of Experts Vision Transformer for High-Fidelity Surface Code Decoding di Nguyen, Hoang Viet, Nguyen, Manh Hung, Ta, Hoang, Vu, Van Khu, Chee, Yeow Meng

Sommario: “... categories. Classical algorithmic decoders provide strong and well established baselines, but may incur...”
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Deep reinforcement learning for machine scheduling: Methodology, the state-of-the-art, and future directions di Khadivi, Maziyar, Charter, Todd, Yaghoubi, Marjan, Jalayer, Masoud, Ahang, Maryam, Shojaeinasab, Ardeshir, Najjaran, Homayoun

Sommario: “..., encoder-decoder architectures, graph neural networks, and metaheuristic algorithms. Our review concludes...”
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Multimodal Urban Areas of Interest Generation via Remote Sensing Imagery and Geographical Prior di Shi, Chuanji, Zhang, Yingying, Wang, Jiaotuan, Guo, Xin, Zhu, Qiqi

Sommario: “... that segments road networks at various levels, our approach diverges from semantic segmentation algorithms...”
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Parameter-Efficient Instance-Adaptive Neural Video Compression di Yang, Hyunmo, Oh, Seungjun, Park, Eunbyung

Sommario: “... the encoder or decoder networks for a particular test instance video. However, fine-tuning all the model...”
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Anatomical Region Recognition and Real-time Bone Tracking Methods by Dynamically Decoding A-Mode Ultrasound Signals di Lan, Bangyu, Stramigioli, Stefano, Niu, Kenan

Sommario: “... inability to directly measure joint angles requires complex algorithms for kinematic estimation. To address...”
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Comparative Analysis of AES, Blowfish, Twofish, Salsa20, and ChaCha20 for Image Encryption di Muhammed, Rebwar Khalid, Aziz, Ribwar Rashid, Hassan, Alla Ahmad, Aladdin, Aso Mohammed, Saydah, Shaida Jumaah, Rashid, Tarik Ahmed., Hassan, Bryar Ahmad

Sommario: “... delves into the prevalent cryptographic methods and algorithms utilized for prevention and stream...”
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Semantic-Aware Resource Management for C-V2X Platooning via Multi-Agent Reinforcement Learning di Zhang, Wenjun, Wu, Qiong, Fan, Pingyi, Wang, Kezhi, Cheng, Nan, Chen, Wen, Letaief, Khaled B.

Sommario: “... in platoon systems, in which the DeepSC model and MU-DeepSC model are used to semantically encode and decode...”
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Variable-size Symmetry-based Graph Fourier Transforms for image compression di Gnutti, Alessandro, Guerrini, Fabrizio, Leonardi, Riccardo, Ortega, Antonio

Sommario: “...Modern compression systems use linear transformations in their encoding and decoding processes...”
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Tempo: Compiled Dynamic Deep Learning with Symbolic Dependence Graphs di Silvestre, Pedro F., Pietzuch, Peter

Sommario: “...Deep learning (DL) algorithms are often defined in terms of temporal relationships: a tensor at one...”
Testo

Deep Learning-based OTFS Channel Estimation and Symbol Detection with Plug-and-Play Framework di Zhang, Xiaoqi, Ni, Zhitong, Yuan, Weijie, Zhang, J. Andrew, Quek, Tony Q. S.

Sommario: “... channel estimation accuracy and increases the complexity of symbol detection. Traditional algorithms...”
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FastMamba: A High-Speed and Efficient Mamba Accelerator on FPGA with Accurate Quantization di Wang, Aotao, Shao, Haikuo, Ma, Shaobo, Wang, Zhongfeng

Sommario: “..., this paper presents FastMamba, a dedicated accelerator on FPGA with hardware-algorithm co-design to promote...”
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Ordered Leaf Attachment (OLA) Vectors can Identify Reticulation Events even in Multifurcated Trees di Markin, Alexey, Anderson, Tavis K.

Sommario: “... leaf. Both encoding and decoding of trees run in linear time and depend on a fixed ordering...”
Testo

Synthesising Counterfactual Explanations via Label-Conditional Gaussian Mixture Variational Autoencoders di Jiang, Junqi, Leofante, Francesco, Rago, Antonio, Toni, Francesca

Sommario: “... by algorithmic decisions. A key challenge is generating CEs that are robust against various perturbation types...”
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dInfer: An Efficient Inference Framework for Diffusion Language Models di Ma, Yuxin, Du, Lun, Wei, Lanning, Chen, Kun, Xu, Qian, Wang, Kangyu, Feng, Guofeng, Lu, Guoshan, Liu, Lin, Qi, Xiaojing, Zhang, Xinyuan, Tao, Zhen, Feng, Haibo, Jiang, Ziyun, Xu, Ying, Huang, Zenan, Zhuang, Yihong, Xu, Haokai, Hu, Jiaqi, Lan, Zhenzhong, Zhao, Junbo, Li, Jianguo, Zheng, Da

Sommario: “..., diffusion iteration manager, decoding strategy, and KV-cache manager--and integrates novel algorithms...”
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Nonlinear Dimensionality Reduction Techniques for Bayesian Optimization di Long, Luo, Cartis, Coralia, Shustin, Paz Fink

Sommario: “... on deep metric loss for structured latent manifolds and VAE retraining to adapt the encoder-decoder...”
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GCFX: Generative Counterfactual Explanations for Deep Graph Models at the Model Level di Hu, Jinlong, Liu, Jiacheng

Sommario: “... by leveraging an enhanced deep graph generation framework and a global summarization algorithm. GCFX features...”
Testo

Competitive Non-Clairvoyant KV-Cache Scheduling for LLM Inference di Feng, Yiding, Yang, Zonghan, Zhang, Yuhao

Sommario: “... (KV) cache, where a job's memory footprint grows linearly with the number of decoded tokens...”
Testo

Dynamic Delayed Tree Expansion For Improved Multi-Path Speculative Decoding di Thomas, Rahul, Kitanovski, Teo, Goldblum, Micah, Pal, Arka

Sommario: “...Multi-path speculative decoding accelerates lossless sampling from a target model by using a...”
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Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration di Zhong, Shuzhang, Huang, Haochen, Qiu, Shengxuan, Zuo, Pengfei, Wang, Runsheng, Li, Meng

Sommario: “... it across diverse ToT algorithms and LLMs. Extensive experiments show that SPEX achieves $1.2 \sim 3 \times...”
Testo