Suchergebnisse - (coding OR (endedededededededededededededededededededededededecoding OR Decoding)) algorithm

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

Inhaltsangabe: “… 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 von Hoover Fabian Rueda Chacón

Inhaltsangabe: “… 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 von N. Diaz

Inhaltsangabe: “… (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 von Gupta, Ahan, Yuan, Yueming, Jain, Devansh, Ge, Yuhao, Aponte, David, Zhou, Yanqi, Mendis, Charith

Inhaltsangabe: “… 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 von Chirakkara, Radhika Achikanath, Federrath, Christoph, Seta, Amit

Inhaltsangabe: “… 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 von Heußen, Sascha, Hilder, Janine

Inhaltsangabe: “… 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 von Basso, Giulio, Long, Xi, Haakma, Reinder, Vullings, Rik

Inhaltsangabe: “… . 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 von Mikami, Ryo, Yamasaki, Hayata

Inhaltsangabe: “… 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 von M. Sajid, R. Sharma, I. Beheshti, M. Tanveer

Inhaltsangabe: “… 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 von Hu, Junhao, Li, Fangze, Xu, Mingtao, Meng, Feifan, Zhao, Shiju, Hu, Tiancheng, Peng, Ting, Liu, Anmin, Huang, Wenrui, Liu, Chenxu, Hua, Ziyue, Xie, Tao

Inhaltsangabe: “… 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 von Zhang, Junming, Zhang, Qinyan, Sun, Huajun, Gao, Feiyang, Hu, Sheng, Nie, Rui, Miao, Xiangshui

Inhaltsangabe: “… 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 von Song, Mingbo, Xia, Heming, Zhang, Jun, Leong, Chak Tou, Xu, Qiancheng, Li, Wenjie, Li, Sujian

Inhaltsangabe: “… 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 von Yang, Jingyi, Chen, Guanxu, Hu, Xuhao, Shao, Jing

Inhaltsangabe: “… 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 von Kaya, Zeyneb N., Ghosh, Souvick

Inhaltsangabe: “… , 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 von Du, Hangyu, Chew, Chee-Meng

Inhaltsangabe: “… 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 von Xu, Nan, Ma, Xuezhe

Inhaltsangabe: “… 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 von S. Anitha, R. Neelakandan

Inhaltsangabe: “… 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 von Fan, Siqi, Fang, Xuezhi, Xing, Xingrun, Han, Peng, Shang, Shuo, Wang, Yequan

Inhaltsangabe: “… 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 von Ekanayaka, Viraj, Babu, Smrithi Gireesh, Oliver, William H., Lewis, Geraint F.

Inhaltsangabe: “… 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 von Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

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