Search Results - (coding OR Decoding) (algorithm OR algorithmsssic)

Break the Sequential Dependency of LLM Inference Using Lookahead Decoding by Fu, Yichao, Bailis, Peter, Stoica, Ion, Zhang, Hao

Table of Contents: “…, parallel decoding algorithm that accelerates LLM decoding without needing auxiliary models or data stores…”
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Best-First Ordered Statistics Decoding of Quantum LDPC Codes by Banfi, Michele, Ferrari, Marco, Favano, Antonino, Tarable, Alberto, Barletta, Luca

Table of Contents: “…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 by Kestel, Claus, Johannsen, Lucas, Wehn, Norbert

Table of Contents: “… on the use of IB method for Low-density parity-check code (LDPC) decoders exist and have shown its advantages…”
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Encoder-Decoder Diffusion Language Models for Efficient Training and Inference by Arriola, Marianne, Schiff, Yair, Phung, Hao, Gokaslan, Aaron, Kuleshov, Volodymyr

Table of Contents: “… algorithms that invoke the full network at every denoising step and incur high computational cost. Our key…”
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Joint Detection and Decoding: A Graph Neural Network Approach by Clausius, Jannis, Rübenacke, Marvin, Tandler, Daniel, Brink, Stephan ten

Table of Contents: “… of the parity-check matrix (PCM) of the channel code, sharing the variable nodes (VNs). A particularly…”
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JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients by Han, Woo Kyoung, Im, Sunghoon, Kim, Jaedeok, Jin, Kyong Hwan

Table of Contents: “… 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 by Chen, Ziyu, Jiang, Xinbei, Sun, Peng, Lin, Tao

Table of Contents: “… propose two algorithms designed to optimize the decoding path: a post-hoc selection method and a real-time…”
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OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure by Wang, Jikai, Su, Yi, Li, Juntao, Xia, Qingrong, Ye, Zi, Duan, Xinyu, Wang, Zhefeng, Zhang, Min

Table of Contents: “…, an algorithm to construct adaptive and scalable draft trees. It searches the optimal tree structure…”
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Rethinking Light Decoder-based Solvers for Vehicle Routing Problems by Huang, Ziwei, Zhou, Jianan, Cao, Zhiguang, Xu, Yixin

Table of Contents: “… 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 by Wang, Jikai, Tian, Zhenxu, Li, Juntao, Xia, Qingrong, Duan, Xinyu, Wang, Zhefeng, Huai, Baoxing, Zhang, Min

Table of Contents: “… costs. In this paper, we present a training-free alignment-augmented speculative decoding algorithm. We…”
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SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration by Xia, Heming, Li, Yongqi, Zhang, Jun, Du, Cunxiao, Li, Wenjie

Table of Contents: “…, we introduce SWIFT, an on-the-fly self-speculative decoding algorithm that adaptively selects…”
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Nudging: Inference-time Alignment of LLMs via Guided Decoding by Fei, Yu, Razeghi, Yasaman, Singh, Sameer

Table of Contents: “… computational overhead. In this work, we propose NUDGING, a simple, training-free algorithm that aligns any base…”
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Novel Decoding Algorithm for Noiseless Non-Adaptive Group Testing by Franco-Vivo, Manuel

Table of Contents: “… performing as few tests as possible. To this end, we first note current well-known decoding algorithms…”
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Joint Beam Search Integrating CTC, Attention, and Transducer Decoders by Sudo, Yui, Shakeel, Muhammad, Fukumoto, Yosuke, Yan, Brian, Shi, Jiatong, Peng, Yifan, Watanabe, Shinji

Table of Contents: “… 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 by Diakonikolas, Ilias, Kane, Daniel M., Karmalkar, Sushrut, Liu, Sihan, Pittas, Thanasis

Table of Contents: “…$-norm. [DJKS23] gave an efficient algorithm, under natural distributional assumptions…”
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Decoding Alzheimer's Disease With Depression: Molecular Insights and Therapeutic Target by Zekun Li, Hongmin Guo, Yihao Ge, Xiaohan Li, Fang Dong, Feng Zhang

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

Table of Contents: “… 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 by Liu, Hong, Shan, Liren, Bao, Han, You, Ronghui, Yi, Yuhao, Lv, Jiancheng

Table of Contents: “… 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 by Jia, Zhihong, Wang, Hongbin, Shen, Yuanzhong, Hu, Feng, An, Jiayu, Shu, Kai, Wu, Dongrui

Table of Contents: “… speech decoding (MASD) algorithm to capture both text and acoustic information embedded in brain signals…”
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Multimodal Brain-Computer Interfaces: AI-powered Decoding Methodologies by Li, Siyang, Wang, Hongbin, Chen, Xiaoqing, Wu, Dongrui

Table of Contents: “…. This review highlights the core decoding algorithms that enable multimodal BCIs, including a dissection…”
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