Resultados de búsqueda - decoding (algorithm OR (algorithmssic OR Algorithmsssic))

Machine-Learning-Powered Neural Interfaces for Smart Prosthetics and Diagnostics por Shaeri, MohammadAli, Liu, Jinhan, Shoaran, Mahsa

Tabla de Contenidos: “… in AI-driven decoding algorithms and energy-efficient System-on-Chip (SoC) platforms for next-generation…”
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Guided Speculative Inference for Efficient Test-Time Alignment of LLMs por Geuter, Jonathan, Mroueh, Youssef, Alvarez-Melis, David

Tabla de Contenidos: “…We propose Guided Speculative Inference (GSI), a novel algorithm for efficient reward-guided…”
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The 2025 PNPL Competition: Speech Detection and Phoneme Classification in the LibriBrain Dataset por Landau, Gilad, Özdogan, Miran, Elvers, Gereon, Mantegna, Francesco, Somaiya, Pratik, Jayalath, Dulhan, Kurth, Luisa, Kwon, Teyun, Shillingford, Brendan, Farquhar, Greg, Jiang, Minqi, Jerbi, Karim, Abdelhedi, Hamza, Ramos, Yorguin Mantilla, Gulcehre, Caglar, Woolrich, Mark, Voets, Natalie, Jones, Oiwi Parker

Tabla de Contenidos: “…The advance of speech decoding from non-invasive brain data holds the potential for profound…”
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D-CNN and VQ-VAE Autoencoders for Compression and Denoising of Industrial X-ray Computed Tomography Images por Hejazi, Bardia, Chand, Keerthana, Fritsch, Tobias, Bruno, Giovanni

Tabla de Contenidos: “… autoencoders and examines how these compression algorithms affect the quality of the recovered data. Two…”
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DSDE: Dynamic Speculative Decoding with KLD Stability for Real-World Serving por Yang, Mingyu, Choi, Jae-Young, Moon, Kihyo, Jang, Minsung, Jeon, Eunjoo

Tabla de Contenidos: “…Speculative decoding accelerates large language model inference, but its reliance on a fixed…”
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LLM DNA: Tracing Model Evolution via Functional Representations por Wu, Zhaomin, Zhao, Haodong, Wang, Ziyang, Guo, Jizhou, Wang, Qian, He, Bingsheng

Tabla de Contenidos: “… the evolutionary tree of LLMs using phylogenetic algorithms, which align with shifts from encoder-decoder…”
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Layer codes as partially self-correcting quantum memories por Gu, Shouzhen, Caha, Libor, Choe, Shin Ho, He, Zhiyang, Kubica, Aleksander, Tang, Eugene

Tabla de Contenidos: “… memories. First, we introduce two decoding algorithms for layer codes with provable guarantees for local…”
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A Gate-Based Quantum Genetic Algorithm for Real-Valued Global Optimization por Souza, Leandro C., Dardenne, Laurent E., Portugal, Renato

Tabla de Contenidos: “…. In this model, individuals are represented by quantum circuits whose measurement outcomes are decoded into real…”
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EXACT: Explicit Attribute-Guided Decoding-Time Personalization por Yu, Xin, Xing, Hanwen, Xue, Lingzhou

Tabla de Contenidos: “… context. While decoding-time personalization offers a scalable alternative to training-time methods…”
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CHESS: Context-aware Hierarchical Efficient Semantic Selection for Long-Context LLM Inference por Fei, Chao, Li, Guozhong, Liu, Chenxi, Kalnis, Panos

Tabla de Contenidos: “…Long-context LLMs demand accurate inference at low latency, yet decoding becomes primarily…”
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A Universal Systematic Method to Generate Error Patterns on Memoryless Channels por Jalaleddine, Marwan, Li, Jiajie, Abbas, Syed Mohsin, Gross, Warren J.

Tabla de Contenidos: “…The high computational cost of approaching the performance of Maximum-likelihood (ML) decoding has…”
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Randomness-Efficient Constructions of Capacity-Achieving List-Decodable Codes por Mosheiff, Jonathan, Resch, Nicolas, Shang, Kuo, Yuan, Chen

Tabla de Contenidos: “…We wish to generate list-decodable codes over small alphabets using as little randomness…”
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Immersion and Invariance-based Coding for Privacy-Preserving Federated Learning por Hayati, Haleh, Murguia, Carlos, van de Wouw, Nathan

Tabla de Contenidos: “… of the true model parameters from the original algorithm. These encoded parameters can then be decoded…”
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Copula Modelling of Serially Correlated Multivariate Data with Hidden Structures por Zimmerman, Robert, Craiu, Radu V., Leos-Barajas, Vianey

Tabla de Contenidos: “… extension allows decoding of the hidden states based on information from multiple observations. However…”
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The Genomic Code: The genome instantiates a generative model of the organism por Mitchell, Kevin J., Cheney, Nick

Tabla de Contenidos: “… encoded by the learning algorithm of evolution and decoded through the processes of development…”
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Entropy Polarization-Based Data Compression Without Frozen Set Construction por Ren, Zichang, Zhao, Yuping

Tabla de Contenidos: “… systems, including sensitivity to the accuracy and computational complexity of the construction algorithm…”
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SASH: Decoding Community Structure in Graphs por Beemer, Allison, Bolkema, Jessalyn

Tabla de Contenidos: “… with the resulting code's parameters. We then present a novel algorithm, SASH, to decode to estimated communities…”
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Large Language Model Partitioning for Low-Latency Inference at the Edge por Kafetzis, Dimitrios, Khalili, Ramin, Koutsopoulos, Iordanis

Tabla de Contenidos: “…Large Language Models (LLMs) based on autoregressive, decoder-only Transformers generate text one…”
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MiniCPM4: Ultra-Efficient LLMs on End Devices por MiniCPM Team, Xiao, Chaojun, Li, Yuxuan, Han, Xu, Bai, Yuzhuo, Cai, Jie, Chen, Haotian, Chen, Wentong, Cong, Xin, Cui, Ganqu, Ding, Ning, Fan, Shengda, Fang, Yewei, Fu, Zixuan, Guan, Wenyu, Guan, Yitong, Guo, Junshao, Han, Yufeng, He, Bingxiang, Huang, Yuxiang, Ji, Baoxi, Kong, Cunliang, Li, Qiuzuo, Li, Siyuan, Li, Wenhao, Li, Xin, Li, Yanghao, Li, Yishan, Li, Zhen, Liu, Dan, Lin, Biyuan, Lin, Yankai, Long, Xiang, Lu, Quanyu, Lu, Yaxi, Luo, Peiyan, Lyu, Hongya, Ou, Litu, Pan, Yinxu, Pu, Lushi, Qu, Zekai, Shi, Qundong, Song, Zijun, Su, Jiayuan, Su, Zhou, Sun, Ao, Sun, Xianghui, Tang, Peijun, Wang, Fangzheng, Wang, Feng, Wang, Shuo, Wang, Yudong, Wang, Zheng, Wu, Yesai, Xiao, Zhenyu, Xie, Jie, Xie, Zihao, Xu, Xiaoyue, Yan, Yukun, Yuan, Jiarui, Zhang, Jinqian, Zhang, Kaihuo, Zhang, Lei, Zhang, Linyue, Zhang, Xueren, Zhang, Yudi, Zhao, Hengyu, Zhao, Weilin, Zhao, Weilun, Zhao, Yuanqian, Zheng, Zhi, Zhou, Chuyue, Zhou, Ge, Zhou, Jie, Zhou, Wei, Zhou, Yanghao, Zhou, Zihan, Zhou, Zixuan, Liu, Zhiyuan, Zeng, Guoyang, Jia, Chao, Li, Dahai, Sun, Maosong

Tabla de Contenidos: “…: model architecture, training data, training algorithms, and inference systems. Specifically, in terms…”
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Parallel Sampling via Autospeculation por Anari, Nima, Baronio, Carlo, Chen, CJ, Haqi, Alireza, Koehler, Frederic, Li, Anqi, Vuong, Thuy-Duong

Tabla de Contenidos: “…We present parallel algorithms to accelerate sampling via counting in two settings: any-order…”
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