Risultati della ricerca - (coding OR Decoding) algorithm

Data-driven decoding of quantum error correcting codes using graph neural networks di Lange, Moritz, Havström, Pontus, Srivastava, Basudha, Bengtsson, Isak, Bergentall, Valdemar, Hammar, Karl, Heuts, Olivia, van Nieuwenburg, Evert, Granath, Mats

Sommario: “...To leverage the full potential of quantum error-correcting stabilizer codes it is crucial to have...”
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Spatial super-resolution in coded aperture-based optical compressive hyperspectral imaging systems di Hoover Fabian Rueda Chacón

Sommario: “...Spatial super-resolution in coded aperture-based optical compressive hyperspectral imaging systems...”
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High-dynamic range compressive spectral imaging by grayscale coded aperture adaptive filtering di N. Diaz

Sommario: “... (FPA) coded projection measurements. A reconstruction algorithm takes advantage of the compressive...”
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SPLAT: A framework for optimised GPU code-generation for SParse reguLar ATtention di Gupta, Ahan, Yuan, Yueming, Jain, Devansh, Ge, Yuhao, Aponte, David, Zhou, Yanqi, Mendis, Charith

Sommario: “... and code generation algorithm is the observation that common sparse-MHSA patterns have uniquely regular...”
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AHKASH: a new Hybrid particle-in-cell code for simulations of astrophysical collisionless plasma di Chirakkara, Radhika Achikanath, Federrath, Christoph, Seta, Amit

Sommario: “... with the $\texttt{flASH}$ code ($\texttt{AHKASH}$) -- a new Hybrid particle-in-cell (PIC) code developed within...”
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Efficient fault-tolerant code switching via one-way transversal CNOT gates di Heußen, Sascha, Hilder, Janine

Sommario: “... operations by combining two QEC codes with complementary sets of gates, which each by themselves are easy...”
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Reduction of motion artifacts from photoplethysmography signals using learned convolutional sparse coding di Basso, Giulio, Long, Xi, Haakma, Reinder, Vullings, Rik

Sommario: “.... We leverage algorithm unfolding to integrate prior knowledge about the PPG structure into a deep...”
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Overflow-Safe Polylog-Time Parallel Minimum-Weight Perfect Matching Decoder: Toward Experimental Demonstration di Mikami, Ryo, Yamasaki, Hayata

Sommario: “... decoding via the blossom algorithm, asymptotically achieving polylogarithmic parallel runtime. However...”
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Decoding cognitive health using machine learning: A comprehensive evaluation for diagnosis of significant memory concern di M. Sajid, R. Sharma, I. Beheshti, M. Tanveer

Sommario: “... in aiding researchers with the automated and accurate assessment of SMC. The source codes of the algorithms...”
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Lil: Less is Less When Applying Post-Training Sparse-Attention Algorithms in Long-Decode Stage di Hu, Junhao, Li, Fangze, Xu, Mingtao, Meng, Feifan, Zhao, Shiju, Hu, Tiancheng, Peng, Ting, Liu, Anmin, Huang, Wenrui, Liu, Chenxu, Hua, Ziyue, Xie, Tao

Sommario: “... algorithms. In this paper, we show, both empirically and theoretically, that sparse attention can...”
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SwiftKV: An Edge-Oriented Attention Algorithm and Multi-Head Accelerator for Fast, Efficient LLM Decoding di Zhang, Junming, Zhang, Qinyan, Sun, Huajun, Gao, Feiyang, Hu, Sheng, Nie, Rui, Miao, Xiangshui

Sommario: “... inference algorithm, where every (kt, vt) in the KV cache is processed exactly once in a uniform per-token...”
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KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization di Song, Mingbo, Xia, Heming, Zhang, Jun, Leong, Chak Tou, Xu, Qiancheng, Li, Wenjie, Li, Sujian

Sommario: “...Speculative Decoding (SD) has emerged as a widely used paradigm to accelerate the inference...”
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Taming Masked Diffusion Language Models via Consistency Trajectory Reinforcement Learning with Fewer Decoding Step di Yang, Jingyi, Chen, Guanxu, Hu, Xuhao, Shao, Jing

Sommario: “... learning (RL) algorithms tailored for MDLMs remain underexplored. A naive approach is to directly transfer...”
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Decoding Large-Language Models: A Systematic Overview of Socio-Technical Impacts, Constraints, and Emerging Questions di Kaya, Zeyneb N., Ghosh, Souvick

Sommario: “..., and future directions of LLM research. It includes responsible development considerations, algorithmic...”
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TransParking: A Dual-Decoder Transformer Framework with Soft Localization for End-to-End Automatic Parking di Du, Hangyu, Chew, Chee-Meng

Sommario: “... by approximately 50% in comparison with the current state-of-the-art end-to-end trajectory prediction algorithm...”
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DecoPrompt : Decoding Prompts Reduces Hallucinations when Large Language Models Meet False Premises di Xu, Nan, Ma, Xuezhe

Sommario: “... to elicit hallucination generation, we propose a new prompting algorithm, named DecoPrompt, to mitigate...”
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A Demand Forecasting Model Leveraging Machine Learning to Decode Customer Preferences for New Fashion Products di S. Anitha, R. Neelakandan

Sommario: “...A Demand Forecasting Model Leveraging Machine Learning to Decode Customer Preferences for New...”
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Position-Aware Depth Decay Decoding ($D^3$): Boosting Large Language Model Inference Efficiency di Fan, Siqi, Fang, Xuezhi, Xing, Xingrun, Han, Peng, Shang, Shuo, Wang, Yequan

Sommario: “... training-free algorithm called Position-Aware Depth Decay Decoding ($D^3$), which leverages a power-law...”
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Streams and Shells Decoded: A Density-Driven Approach to Stellar Clustering in Galactic Halos with AstroLink di Ekanayaka, Viraj, Babu, Smrithi Gireesh, Oliver, William H., Lewis, Geraint F.

Sommario: “... systems in galactic halos using the density-based approach of the clustering algorithm AstroLink. While...”
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HIPPO: Accelerating Video Large Language Models Inference via Holistic-aware Parallel Speculative Decoding di Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

Sommario: “... algorithm that decouples and overlaps draft generation and target verification phases. Experiments on four...”
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