Search Results - (coding OR (endedededededededededededededededededededededededededecoding OR Decoding)) algorithm

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

Table of Contents: “…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 by Hoover Fabian Rueda Chacón

Table of Contents: “…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 by N. Diaz

Table of Contents: “… (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 by Gupta, Ahan, Yuan, Yueming, Jain, Devansh, Ge, Yuhao, Aponte, David, Zhou, Yanqi, Mendis, Charith

Table of Contents: “… 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 by Chirakkara, Radhika Achikanath, Federrath, Christoph, Seta, Amit

Table of Contents: “… 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 by Heußen, Sascha, Hilder, Janine

Table of Contents: “… 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 by Basso, Giulio, Long, Xi, Haakma, Reinder, Vullings, Rik

Table of Contents: “…. 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 by Mikami, Ryo, Yamasaki, Hayata

Table of Contents: “… 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 by M. Sajid, R. Sharma, I. Beheshti, M. Tanveer

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

Table of Contents: “… 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 by Zhang, Junming, Zhang, Qinyan, Sun, Huajun, Gao, Feiyang, Hu, Sheng, Nie, Rui, Miao, Xiangshui

Table of Contents: “… 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 by Song, Mingbo, Xia, Heming, Zhang, Jun, Leong, Chak Tou, Xu, Qiancheng, Li, Wenjie, Li, Sujian

Table of Contents: “…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 by Yang, Jingyi, Chen, Guanxu, Hu, Xuhao, Shao, Jing

Table of Contents: “… 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 by Kaya, Zeyneb N., Ghosh, Souvick

Table of Contents: “…, 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 by Du, Hangyu, Chew, Chee-Meng

Table of Contents: “… 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 by Xu, Nan, Ma, Xuezhe

Table of Contents: “… 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 by S. Anitha, R. Neelakandan

Table of Contents: “…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 by Fan, Siqi, Fang, Xuezhi, Xing, Xingrun, Han, Peng, Shang, Shuo, Wang, Yequan

Table of Contents: “… 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 by Ekanayaka, Viraj, Babu, Smrithi Gireesh, Oliver, William H., Lewis, Geraint F.

Table of Contents: “… 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 by Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

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