Suchergebnisse - Decoding (algorithm OR algorithmsssic)

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

Inhaltsangabe: “… . 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 von Chen, Jiahan, Zhu, Chenghong, Bai, Ge, Wang, Xin

Inhaltsangabe: “… 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 von Kung, Ching-Feng, Kuo, Kao-Yueh, Lai, Ching-Yi

Inhaltsangabe: “… 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) von Koli, Lokesh, Kalra, Shubham, Singh, Karanpreet

Inhaltsangabe: “… 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 von Kibria, Md Raisul, Lafond, Sébastien, Arslan, Janan

Inhaltsangabe: “… 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 von Li, Guangwen, Yu, Xiao

Inhaltsangabe: “… 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 von Kafiabad, Shirin Tavakoli, Schiffauerova, Andrea, Ebadi, Ashkan

Inhaltsangabe: “… 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 von Cha, Seongjin, Kim, Gyuwan, Han, Dongsu, Yang, Tao, Han, Insu

Inhaltsangabe: “… 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 von Ribouh, Soheyb, Di Ngoma, Phil Polo Ditsia

Inhaltsangabe: “… 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 von Markovic-Voronov, Jelena, Zhu, Wenhui, Long, Bo, Wang, Zhipeng, Gupta, Suyash, Behdin, Kayhan, Chen, Bee-Chung, Agarwal, Deepak

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

Inhaltsangabe: “… 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 von Zhang, Huijie, Lu, Yifu, Alkhouri, Ismail, Ravishankar, Saiprasad, Song, Dogyoon, Qu, Qing

Inhaltsangabe: “… 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 von Penghao Dong, Sibo Tian, Si Chen, Yizong Li, Su Li, Minghui Zheng, Shanshan Yao

Inhaltsangabe: “… 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 von Li, Junzhuo, Wang, Bo, Zhou, Xiuze, Jiang, Peijie, Liu, Jia, Hu, Xuming

Inhaltsangabe: “… 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 von Li, Jiaheng, Dai, Qiyu, Li, Lihan, Chakravarthula, Praneeth, Sun, He, Chen, Baoquan, Chen, Wenzheng

Inhaltsangabe: “… 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 von 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

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

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

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