Risultati della ricerca - Decoding (algorithmicsic OR algorithm)

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

Sommario: “.... 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 di Chen, Jiahan, Zhu, Chenghong, Bai, Ge, Wang, Xin

Sommario: “... 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 di Kung, Ching-Feng, Kuo, Kao-Yueh, Lai, Ching-Yi

Sommario: “... 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) di Koli, Lokesh, Kalra, Shubham, Singh, Karanpreet

Sommario: “... 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 di Kibria, Md Raisul, Lafond, Sébastien, Arslan, Janan

Sommario: “... 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 di Li, Guangwen, Yu, Xiao

Sommario: “... 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 di Kafiabad, Shirin Tavakoli, Schiffauerova, Andrea, Ebadi, Ashkan

Sommario: “... 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 di Cha, Seongjin, Kim, Gyuwan, Han, Dongsu, Yang, Tao, Han, Insu

Sommario: “... 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 di Ribouh, Soheyb, Di Ngoma, Phil Polo Ditsia

Sommario: “... 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 di Markovic-Voronov, Jelena, Zhu, Wenhui, Long, Bo, Wang, Zhipeng, Gupta, Suyash, Behdin, Kayhan, Chen, Bee-Chung, Agarwal, Deepak

Sommario: “.... 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 di Wenjing Tang, Zhuodong Tang, Jinxiang Li, Ruixin Yang, Li‐Ping Jiang, Wenlei Zhu, Jun‐Jie Zhu, Zixuan Chen

Sommario: “...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 di Zhang, Huijie, Lu, Yifu, Alkhouri, Ismail, Ravishankar, Saiprasad, Song, Dogyoon, Qu, Qing

Sommario: “... 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 di Penghao Dong, Sibo Tian, Si Chen, Yizong Li, Su Li, Minghui Zheng, Shanshan Yao

Sommario: “...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 di Li, Junzhuo, Wang, Bo, Zhou, Xiuze, Jiang, Peijie, Liu, Jia, Hu, Xuming

Sommario: “... 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 di Li, Jiaheng, Dai, Qiyu, Li, Lihan, Chakravarthula, Praneeth, Sun, He, Chen, Baoquan, Chen, Wenzheng

Sommario: “... 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 di 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

Sommario: “... 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 di Mikami, Ryo, Yamasaki, Hayata

Sommario: “... 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 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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Constructions and List Decoding of Sum-Rank Metric Codes Based on Orthogonal Spaces over Finite Fields di Liu, Xuemei, Zhang, Jiarong, Wang, Gang

Sommario: “... finite fields, and calculate the list sizes outputted by different decoding algorithms. The following...”
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