Search Results - Decoding (algorithm OR algorithmssicsic)

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

Table of Contents: “…. 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 by Chen, Jiahan, Zhu, Chenghong, Bai, Ge, Wang, Xin

Table of Contents: “… 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 by Kung, Ching-Feng, Kuo, Kao-Yueh, Lai, Ching-Yi

Table of Contents: “… 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) by Koli, Lokesh, Kalra, Shubham, Singh, Karanpreet

Table of Contents: “… 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 by Kibria, Md Raisul, Lafond, Sébastien, Arslan, Janan

Table of Contents: “… 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 by Li, Guangwen, Yu, Xiao

Table of Contents: “… 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 by Kafiabad, Shirin Tavakoli, Schiffauerova, Andrea, Ebadi, Ashkan

Table of Contents: “… 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 by Cha, Seongjin, Kim, Gyuwan, Han, Dongsu, Yang, Tao, Han, Insu

Table of Contents: “… 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 by Ribouh, Soheyb, Di Ngoma, Phil Polo Ditsia

Table of Contents: “… 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 by Markovic-Voronov, Jelena, Zhu, Wenhui, Long, Bo, Wang, Zhipeng, Gupta, Suyash, Behdin, Kayhan, Chen, Bee-Chung, Agarwal, Deepak

Table of Contents: “…. 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 by Wenjing Tang, Zhuodong Tang, Jinxiang Li, Ruixin Yang, Li‐Ping Jiang, Wenlei Zhu, Jun‐Jie Zhu, Zixuan Chen

Table of Contents: “…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 by Zhang, Huijie, Lu, Yifu, Alkhouri, Ismail, Ravishankar, Saiprasad, Song, Dogyoon, Qu, Qing

Table of Contents: “… 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 by Penghao Dong, Sibo Tian, Si Chen, Yizong Li, Su Li, Minghui Zheng, Shanshan Yao

Table of Contents: “…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 by Li, Junzhuo, Wang, Bo, Zhou, Xiuze, Jiang, Peijie, Liu, Jia, Hu, Xuming

Table of Contents: “… 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 by Li, Jiaheng, Dai, Qiyu, Li, Lihan, Chakravarthula, Praneeth, Sun, He, Chen, Baoquan, Chen, Wenzheng

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

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

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