Risultati della ricerca - (endedededededecoding OR (endededecoding OR (Decoding OR coding))) (algorithm OR algorithmics)

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

Sommario: “...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 di Banfi, Michele, Ferrari, Marco, Favano, Antonino, Tarable, Alberto, Barletta, Luca

Sommario: “...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 di Kestel, Claus, Johannsen, Lucas, Wehn, Norbert

Sommario: “... 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 di Han, Woo Kyoung, Im, Sunghoon, Kim, Jaedeok, Jin, Kyong Hwan

Sommario: “... 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 di Chen, Ziyu, Jiang, Xinbei, Sun, Peng, Lin, Tao

Sommario: “... 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 di Franco-Vivo, Manuel

Sommario: “... 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 di Wang, Jikai, Su, Yi, Li, Juntao, Xia, Qingrong, Ye, Zi, Duan, Xinyu, Wang, Zhefeng, Zhang, Min

Sommario: “..., 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 di Clausius, Jannis, Rübenacke, Marvin, Tandler, Daniel, Brink, Stephan ten

Sommario: “... 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 di Sudo, Yui, Shakeel, Muhammad, Fukumoto, Yosuke, Yan, Brian, Shi, Jiatong, Peng, Yifan, Watanabe, Shinji

Sommario: “... 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 di Diakonikolas, Ilias, Kane, Daniel M., Karmalkar, Sushrut, Liu, Sihan, Pittas, Thanasis

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

Sommario: “... 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 di Wang, Jikai, Tian, Zhenxu, Li, Juntao, Xia, Qingrong, Duan, Xinyu, Wang, Zhefeng, Huai, Baoxing, Zhang, Min

Sommario: “... 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 di Zekun Li, Hongmin Guo, Yihao Ge, Xiaohan Li, Fang Dong, Feng Zhang

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

Sommario: “... 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 di Liu, Hong, Shan, Liren, Bao, Han, You, Ronghui, Yi, Yuhao, Lv, Jiancheng

Sommario: “... 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 di Jia, Zhihong, Wang, Hongbin, Shen, Yuanzhong, Hu, Feng, An, Jiayu, Shu, Kai, Wu, Dongrui

Sommario: “... 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 di Ott, Kai R., Hetényi, Bence, Beverland, Michael E.

Sommario: “... 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 di Xia, Heming, Li, Yongqi, Zhang, Jun, Du, Cunxiao, Li, Wenjie

Sommario: “..., 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 di Li, Siyang, Wang, Hongbin, Chen, Xiaoqing, Wu, Dongrui

Sommario: “.... 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 di Son, Seongho, Bankes, William, Yoon, Sangwoong, Ramesh, Shyam Sundhar, Tang, Xiaohang, Bogunovic, Ilija

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