Résultats de la recherche - Decoding (algorithm OR (algorithmics OR algorithmics))

Breaking the Autoregressive Chain: Hyper-Parallel Decoding for Efficient LLM-Based Attribute Value Extraction par Glavas, Theodore, Vedula, Nikhita, Dhyani, Dushyanta, Zhu, Yilun, Malmasi, Shervin

Table des matières: “…. We present Hyper-Parallel Decoding, a novel decoding algorithm that accelerates offline decoding…”
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Triage: An Adaptive Parallel Window Decoding Scheduler for Real-time Fault-Tolerant Quantum Computation par Chen, Jiahan, Zhu, Chenghong, Bai, Ge, Wang, Xin

Table des matières: “… algorithm stalls and logical error rates even under scarce classical resource constraints. Across various…”
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Efficient Approximate Degenerate Ordered Statistics Decoding for Quantum Codes via Reliable Subset Reduction par Kung, Ching-Feng, Kuo, Kao-Yueh, Lai, Ching-Yi

Table des matières: “… algorithm that significantly improves OSD efficiency. Our BP+RSR+ADOSD framework extends naturally…”
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Decoding Complexity: Intelligent Pattern Exploration with CHPDA (Context Aware Hybrid Pattern Detection Algorithm) par Koli, Lokesh, Kalra, Shubham, Singh, Karanpreet

Table des matières: “… algorithms and exact-match search techniques to optimize detection speed, accuracy, and scalability. Our…”
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Decoding the Multimodal Maze: A Systematic Review on the Adoption of Explainability in Multimodal Attention-based Models par Kibria, Md Raisul, Lafond, Sébastien, Arslan, Janan

Table des matières: “… multiple dimensions, including model architecture, modalities involved, explanation algorithms…”
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Neural-Model-Augmented Hybrid NMS-OSD Decoders for Near-ML in Short Block Codes par Li, Guangwen, Yu, Xiao

Table des matières: “… decoding path for OSD is initialized by the arranged list of the most a priori likely tests algorithm…”
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Decoding Funded Research: Comparative Analysis of Topic Models and Uncovering the Effect of Gender and Geographic Location par Kafiabad, Shirin Tavakoli, Schiffauerova, Andrea, Ebadi, Ashkan

Table des matières: “… Allocation (LDA), Structural Topic Modelling (STM), and BERTopic. We also introduced a novel algorithm, named…”
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KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem par Cha, Seongjin, Kim, Gyuwan, Han, Dongsu, Yang, Tao, Han, Insu

Table des matières: “… algorithm. Furthermore, we provide the first rigorous theoretical analysis establishing cosine similarity…”
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Graph Based Semantic Encoder Decoder Framework for Task Oriented Communications in Connected Autonomous Vehicles par Ribouh, Soheyb, Di Ngoma, Phil Polo Ditsia

Table des matières: “… information. To bridge this gap, we propose a Graph-Based Semantic Encoder-Decoder (GBSED) architecture…”
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Sampling for Quality: Training-Free Reward-Guided LLM Decoding via Sequential Monte Carlo par Markovic-Voronov, Jelena, Zhu, Wenhui, Long, Bo, Wang, Zhipeng, Gupta, Suyash, Behdin, Kayhan, Chen, Bee-Chung, Agarwal, Deepak

Table des matières: “…. To sample from this distribution, we develop Sequential Monte Carlo algorithms, including a computationally…”
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Digital Decoding of Multicomponent Protein Systems via Nanocavity‐Confined Single‐Molecule Raman Fingerprinting par Wenjing Tang, Zhuodong Tang, Jinxiang Li, Ruixin Yang, Li‐Ping Jiang, Wenlei Zhu, Jun‐Jie Zhu, Zixuan Chen

Table des matières: “…Digital Decoding of Multicomponent Protein Systems via Nanocavity‐Confined Single‐Molecule Raman…”
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Improving Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architectures par Zhang, Huijie, Lu, Yifu, Alkhouri, Ismail, Ravishankar, Saiprasad, Song, Dogyoon, Qu, Qing

Table des matières: “… illustrate the impact of two important components in our framework: (i) a novel timestep clustering algorithm…”
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Decoding Silent Speech Cues From Muscular Biopotential Signals for Efficient Human‐Robot Collaborations par Penghao Dong, Sibo Tian, Si Chen, Yizong Li, Su Li, Minghui Zheng, Shanshan Yao

Table des matières: “…Decoding Silent Speech Cues From Muscular Biopotential Signals for Efficient Human‐Robot…”
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Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis par Li, Junzhuo, Wang, Bo, Zhou, Xiuze, Jiang, Peijie, Liu, Jia, Hu, Xuming

Table des matières: “… attribution algorithm to analyze sparse MoE architectures (Qwen 1.5-MoE, OLMoE, Mixtral-8x7B) against dense…”
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Robust Single-shot Structured Light 3D Imaging via Neural Feature Decoding par Li, Jiaheng, Dai, Qiyu, Li, Lihan, Chakravarthula, Praneeth, Sun, He, Chen, Baoquan, Chen, Wenzheng

Table des matières: “… structured light methods typically decode depth correspondences through pixel-domain matching algorithms…”
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Learning to Decode in Parallel: Self-Coordinating Neural Network for Real-Time Quantum Error Correction par Zhang, Kai, Yi, Zhengzhong, Guo, Shaojun, Kong, Linghang, Wang, Situ, Zhan, Xiaoyu, He, Tan, Lin, Weiping, Jiang, Tao, Gao, Dongxin, Zhang, Yiming, Liu, Fangming, Zhang, Fang, Ji, Zhengfeng, Chen, Fusheng, Chen, Jianxin

Table des matières: “… than traditional human-designed decoding algorithms. However, existing implementations of neural…”
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Overflow-Safe Polylog-Time Parallel Minimum-Weight Perfect Matching Decoder: Toward Experimental Demonstration par Mikami, Ryo, Yamasaki, Hayata

Table des matières: “… decoding via the blossom algorithm, asymptotically achieving polylogarithmic parallel runtime. However…”
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Lil: Less is Less When Applying Post-Training Sparse-Attention Algorithms in Long-Decode Stage par 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 des matières: “… 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 par Zhang, Junming, Zhang, Qinyan, Sun, Huajun, Gao, Feiyang, Hu, Sheng, Nie, Rui, Miao, Xiangshui

Table des matières: “… inference algorithm, where every (kt, vt) in the KV cache is processed exactly once in a uniform per-token…”
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Constructions and List Decoding of Sum-Rank Metric Codes Based on Orthogonal Spaces over Finite Fields par Liu, Xuemei, Zhang, Jiarong, Wang, Gang

Table des matières: “… finite fields, and calculate the list sizes outputted by different decoding algorithms. The following…”
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