Risultati della ricerca - (coding OR Decoding) algorithm

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

Sommario: “..., parallel decoding algorithm that accelerates LLM decoding without needing auxiliary models or data stores...”
Testo

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...”
Testo

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...”
Testo

Encoder-Decoder Diffusion Language Models for Efficient Training and Inference di Arriola, Marianne, Schiff, Yair, Phung, Hao, Gokaslan, Aaron, Kuleshov, Volodymyr

Sommario: “... algorithms that invoke the full network at every denoising step and incur high computational cost. Our key...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

Nudging: Inference-time Alignment of LLMs via Guided Decoding di Fei, Yu, Razeghi, Yasaman, Singh, Sameer

Sommario: “... computational overhead. In this work, we propose NUDGING, a simple, training-free algorithm that aligns any base...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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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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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