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

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...”
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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...”
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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...”
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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...”
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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...”
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Enhancing Grayscale and Color Image Security: A Hybrid Encryption Method Utilizing 3D Henon Map and 3D Arnold Cat Map di RN Ramakant Parida, Binod Kumar Singh, Chittaranjan Pradhan

Sommario: “... for image encryption by combining two chaotic map algorithms, which presented in this work. The two...”
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Enhanced Successive Cancellation List Decoder for Long Polar Codes Targeting Air Interface di Li, Jiajie, Shen, Sihui, Gross, Warren J.

Sommario: “...Polar codes are the first codes with a proven capacity-achieving capability, but their decoding...”
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Lottery BP: Unlocking Quantum Error Decoding at Scale di Zhu, Yanzhang, Peng, Chen-Yu, Chen, Yun Hao, Ueng, Yeong-Luh, Wu, Di

Sommario: “... motivates this paper. Existing decoding algorithms (decoders), such as clustering, matching, belief...”
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A Quantum Approximate Optimization Algorithm-based Decoder Architecture for NextG Wireless Channel Codes di Kasi, Srikar, Sud, James, Jamieson, Kyle, Ravi, Gokul Subramanian

Sommario: “... processing architecture for FEC decoding, one based on the quantum approximate optimization algorithm (QAOA...”
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SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding di Wei, Linye, Zhong, Shuzhang, Xu, Songqiang, Wang, Runsheng, Huang, Ru, Li, Meng

Sommario: “... decoding latency of LLMs challenges the real-time ASR requirements. Although speculative decoding has been...”
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Promatch: Extending the Reach of Real-Time Quantum Error Correction with Adaptive Predecoding di Alavisamani, Narges, Vittal, Suhas, Ayanzadeh, Ramin, Das, Poulami, Qureshi, Moinuddin

Sommario: “...-time. Minimum Weight Perfect Matching (MWPM) is an accurate decoding algorithm for surface code...”
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Recursive Subproduct Codes with Reed-Muller-like Structure di Siddheshwar, Aditya, Natarajan, Lakshmi Prasad, Krishnan, Prasad

Sommario: “... belief propagation decoder and a local graph search algorithm, show instances of subproduct codes...”
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Deep Joint Source-Channel Coding for Efficient and Reliable Cross-Technology Communication di Yao, Shumin, Xu, Xiaodong, Chen, Hao, Sun, Yaping, Zhao, Qinglin

Sommario: “... existing CTC coding algorithms as domain knowledge to guide the encoder-decoder pair to learn...”
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CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis di Kang, Gyeongjin, Lee, Younggeun, Oh, Seungjun, Park, Eunbyung

Sommario: “..., such as images and videos, we need to fulfill three key objectives: 1. fast encoding and decoding time, 2...”
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