Suchergebnisse - (Decoding OR coding) (algorithmics OR algorithm)

Soft-output (SO) GRAND and Iterative Decoding to Outperform LDPCs von Yuan, Peihong, Medard, Muriel, Galligan, Kevin, Duffy, Ken R.

Inhaltsangabe: “… We establish that a large, flexible class of long, high redundancy error correcting codes can …”
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Best-First Ordered Statistics Decoding of Quantum LDPC Codes von Banfi, Michele, Ferrari, Marco, Favano, Antonino, Tarable, Alberto, Barletta, Luca

Inhaltsangabe: “… Belief Propagation (BP) followed by Ordered Statistics Decoding (OSD) has emerged as the gold …”
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High Throughput Polar Code Decoders with Information Bottleneck Quantization von Kestel, Claus, Johannsen, Lucas, Wehn, Norbert

Inhaltsangabe: “… on the use of IB method for Low-density parity-check code (LDPC) decoders exist and have shown its advantages …”
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JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients von Han, Woo Kyoung, Im, Sunghoon, Kim, Jaedeok, Jin, Kyong Hwan

Inhaltsangabe: “… representation with continuous cosine formulation. The JPEG algorithm significantly quantizes discrete cosine …”
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Optimizing Decoding Paths in Masked Diffusion Models by Quantifying Uncertainty von Chen, Ziyu, Jiang, Xinbei, Sun, Peng, Lin, Tao

Inhaltsangabe: “… propose two algorithms designed to optimize the decoding path: a post-hoc selection method and a real-time …”
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Novel Decoding Algorithm for Noiseless Non-Adaptive Group Testing von Franco-Vivo, Manuel

Inhaltsangabe: “… performing as few tests as possible. To this end, we first note current well-known decoding algorithms …”
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OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure von Wang, Jikai, Su, Yi, Li, Juntao, Xia, Qingrong, Ye, Zi, Duan, Xinyu, Wang, Zhefeng, Zhang, Min

Inhaltsangabe: “… , an algorithm to construct adaptive and scalable draft trees. It searches the optimal tree structure …”
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Joint Detection and Decoding: A Graph Neural Network Approach von Clausius, Jannis, Rübenacke, Marvin, Tandler, Daniel, Brink, Stephan ten

Inhaltsangabe: “… of the parity-check matrix (PCM) of the channel code, sharing the variable nodes (VNs). A particularly …”
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Joint Beam Search Integrating CTC, Attention, and Transducer Decoders von Sudo, Yui, Shakeel, Muhammad, Fukumoto, Yosuke, Yan, Brian, Shi, Jiatong, Peng, Yifan, Watanabe, Shinji

Inhaltsangabe: “… the joint training. In addition, we propose three novel joint beam search algorithms by combining three …”
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Batch List-Decodable Linear Regression via Higher Moments von Diakonikolas, Ilias, Kane, Daniel M., Karmalkar, Sushrut, Liu, Sihan, Pittas, Thanasis

Inhaltsangabe: “… $-norm. [DJKS23] gave an efficient algorithm, under natural distributional assumptions …”
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Rethinking Light Decoder-based Solvers for Vehicle Routing Problems von Huang, Ziwei, Zhou, Jianan, Cao, Zhiguang, Xu, Yixin

Inhaltsangabe: “… to their efficiency and ease of integration with reinforcement learning algorithms. However, they often struggle …”
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Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification von Wang, Jikai, Tian, Zhenxu, Li, Juntao, Xia, Qingrong, Duan, Xinyu, Wang, Zhefeng, Huai, Baoxing, Zhang, Min

Inhaltsangabe: “… costs. In this paper, we present a training-free alignment-augmented speculative decoding algorithm. We …”
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Decoding Alzheimer's Disease With Depression: Molecular Insights and Therapeutic Target von Zekun Li, Hongmin Guo, Yihao Ge, Xiaohan Li, Fang Dong, Feng Zhang

Inhaltsangabe: “… Decoding Alzheimer's Disease With Depression: Molecular Insights and Therapeutic Target Zekun Li …”
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SpecTr: Fast Speculative Decoding via Optimal Transport von Sun, Ziteng, Suresh, Ananda Theertha, Ro, Jae Hun, Beirami, Ahmad, Jain, Himanshu, Yu, Felix

Inhaltsangabe: “… leads to an improved optimal membership cost. We show that the optimal draft selection algorithm …”
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LiD-FL: Towards List-Decodable Federated Learning von Liu, Hong, Shan, Liren, Bao, Han, You, Ronghui, Yi, Yuhao, Lv, Jiancheng

Inhaltsangabe: “… an algorithmic framework for list-decodable federated learning, where a central server maintains a list of models …”
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Magnetoencephalography (MEG) Based Non-Invasive Chinese Speech Decoding von Jia, Zhihong, Wang, Hongbin, Shen, Yuanzhong, Hu, Feng, An, Jiayu, Shu, Kai, Wu, Dongrui

Inhaltsangabe: “… speech decoding (MASD) algorithm to capture both text and acoustic information embedded in brain signals …”
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Decision-tree decoders for general quantum LDPC codes von Ott, Kai R., Hetényi, Bence, Beverland, Michael E.

Inhaltsangabe: “… correction. We propose two explicit DTD algorithms that can be applied to any qLDPC code: (1) A provable …”
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SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration von Xia, Heming, Li, Yongqi, Zhang, Jun, Du, Cunxiao, Li, Wenjie

Inhaltsangabe: “… , we introduce SWIFT, an on-the-fly self-speculative decoding algorithm that adaptively selects …”
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Multimodal Brain-Computer Interfaces: AI-powered Decoding Methodologies von Li, Siyang, Wang, Hongbin, Chen, Xiaoqing, Wu, Dongrui

Inhaltsangabe: “… . This review highlights the core decoding algorithms that enable multimodal BCIs, including a dissection …”
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Robust Multi-Objective Controlled Decoding of Large Language Models von Son, Seongho, Bankes, William, Yoon, Sangwoong, Ramesh, Shyam Sundhar, Tang, Xiaohang, Bogunovic, Ilija

Inhaltsangabe: “… We introduce Robust Multi-Objective Decoding (RMOD), a novel inference-time algorithm that robustly …”
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