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

STAR-RIS Assisted Downlink Active and Uplink Backscatter Communications with NOMA di Huang, Ao, Mu, Xidong, Guo, Li

Sommario: “... beamforming, and the DL NOMA decoding orders, subject to the DL user's individual rate constraint. To tackle...”
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SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices di Svirschevski, Ruslan, May, Avner, Chen, Zhuoming, Chen, Beidi, Jia, Zhihao, Ryabinin, Max

Sommario: “... works on LLM inference use speculative decoding to achieve extreme speedups. However, most...”
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Optimizing LaneSegNet for Real-Time Lane Topology Prediction in Autonomous Vehicles di Stevens, William, Urs, Vishal, Selvaraj, Karthik, Torres, Gabriel, Lakhanpal, Gaurish

Sommario: “... algorithms to accurately assess road features in real-time. This study explores the LaneSegNet architecture...”
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TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention di Yang, Lijie, Zhang, Zhihao, Chen, Zhuofu, Li, Zikun, Jia, Zhihao

Sommario: “... during the decoding phase, creating a significant bottleneck. Existing sparse attention mechanisms...”
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Accelerating Error Correction Code Transformers di Levy, Matan, Choukroun, Yoni, Wolf, Lior

Sommario: “... to traditional decoding algorithms. Achieving effective quantization of the ECCT presents significant challenges...”
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CRISP: Object Pose and Shape Estimation with Test-Time Adaptation di Shi, Jingnan, Talak, Rajat, Zhang, Harry, Jin, David, Carlone, Luca

Sommario: “... implements an encoder-decoder model for shape estimation. It uses FiLM-conditioning for implicit shape...”
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SIC-free Multicast Scheduling for Multi-antenna Coded Caching di Sojdeh, MohammadJavad, Salehi, MohammadJavad, Tölli, Antti

Sommario: “... successive interference cancellation (SIC) structure to decode a superposition of multiple streams received...”
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Game of Coding With an Unknown Adversary di Akbarinodehi, Hanzaleh, Moradi, Parsa, Maddah-Ali, Mohammad Ali

Sommario: “... systems, motivates the adversary to act rationally. While the decoder, as the data collector (DC), has...”
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Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech di Geirnaert, Simon, Vanthornhout, Jonas, Francart, Tom, Bertrand, Alexander

Sommario: “...Correlation-based auditory attention decoding (AAD) algorithms exploit neural tracking mechanisms...”
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QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design di Schneider, Benjamin, Jiang, Dongfu, Du, Chao, Pang, Tianyu, Chen, Wenhu

Sommario: “...) sequential video decoding, the process of converting the raw bit stream to RGB frames can take up to a minute...”
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Polarized Element-pair Code Based FFMA over a Gaussian Multiple-access Channel di Liu, Zhang-li-han, Yu, Qi-yue

Sommario: “.... For decoding, we introduce two specialized algorithms. A successive cancellation list (SCL) decoder...”
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CommVQ: Commutative Vector Quantization for KV Cache Compression di Li, Junyan, Zhang, Yang, Hassan, Muhammad Yusuf, Chafekar, Talha, Cai, Tianle, Ren, Zhile, Guo, Pengsheng, Karimzadeh, Foroozan, Reed, Colorado, Wang, Chong, Gan, Chuang

Sommario: “... the KV cache, which can be decoded via simple matrix multiplication. To further reduce computational...”
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Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing di Wang, Xu, Xu, Chenkai, Jin, Yijie, Jin, Jiachun, Zhang, Hao, Deng, Zhijie

Sommario: “... distillation process based on pre-trained dLLMs. We further propose a pipelined parallel decoding algorithm...”
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Verifiable Quantum Advantage via Optimized DQI Circuits di Khattar, Tanuj, Shutty, Noah, Gidney, Craig, Zalcman, Adam, Yosri, Noureldin, Maslov, Dmitri, Babbush, Ryan, Jordan, Stephen P.

Sommario: “... by reducing certain optimization problems to reversible decoding tasks. We apply DQI to the Optimal Polynomial...”
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RAS: A Bit-Exact rANS Accelerator For High-Performance Neural Lossless Compression di Qin, Yuchao, Fan, Anjunyi, Yan, Bonan

Sommario: “... Asymmetric Numeral System Acceleration System, a hardware architecture that integrates the rANS algorithm...”
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Language Drift in Multilingual Retrieval-Augmented Generation: Characterization and Decoding-Time Mitigation di Li, Bo, Xu, Zhenghua, Xie, Rui

Sommario: “... is especially pronounced during reasoning-intensive decoding, such as Chain-of-Thought (CoT) generation, where...”
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Compiler-First State Space Duality and Portable $O(1)$ Autoregressive Caching for Inference di Santoni, Cosmo

Sommario: “... hard dependency on NVIDIA hardware. We show that Mamba-2's state space duality algorithm -- diagonal...”
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Generative Retrieval Overcomes Limitations of Dense Retrieval but Struggles with Identifier Ambiguity di Bracher, Adrian, Vakulenko, Svitlana

Sommario: “... identifiers that are more suitable to the decoding process or by adapting decoding and scoring algorithms...”
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Sampling for Quality: Training-Free Reward-Guided LLM Decoding via Sequential Monte Carlo di Markovic-Voronov, Jelena, Zhu, Wenhui, Long, Bo, Wang, Zhipeng, Gupta, Suyash, Behdin, Kayhan, Chen, Bee-Chung, Agarwal, Deepak

Sommario: “...We introduce a principled probabilistic framework for reward-guided decoding in large language...”
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WiTUnet: A U-Shaped Architecture Integrating CNN and Transformer for Improved Feature Alignment and Local Information Fusion di Wang, Bin, Deng, Fei, Jiang, Peifan, Wang, Shuang, Han, Xiao, Zhang, Zhixuan

Sommario: “... algorithms have been developed, primarily using Convolutional Neural Networks (CNNs) or Transformer Networks...”
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