Résultats de la recherche - (endedededededededededecoding OR decoding) (Algorithmsssic OR algorithm)

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

Table des matières: “… 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 par Geuter, Jonathan, Mroueh, Youssef, Alvarez-Melis, David

Table des matières: “…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 par 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

Table des matières: “…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 par Hejazi, Bardia, Chand, Keerthana, Fritsch, Tobias, Bruno, Giovanni

Table des matières: “… 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 par Yang, Mingyu, Choi, Jae-Young, Moon, Kihyo, Jang, Minsung, Jeon, Eunjoo

Table des matières: “…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 par Wu, Zhaomin, Zhao, Haodong, Wang, Ziyang, Guo, Jizhou, Wang, Qian, He, Bingsheng

Table des matières: “… 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 par Gu, Shouzhen, Caha, Libor, Choe, Shin Ho, He, Zhiyang, Kubica, Aleksander, Tang, Eugene

Table des matières: “… 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 par Souza, Leandro C., Dardenne, Laurent E., Portugal, Renato

Table des matières: “…. 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 par Yu, Xin, Xing, Hanwen, Xue, Lingzhou

Table des matières: “… 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 par Fei, Chao, Li, Guozhong, Liu, Chenxi, Kalnis, Panos

Table des matières: “…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 par Jalaleddine, Marwan, Li, Jiajie, Abbas, Syed Mohsin, Gross, Warren J.

Table des matières: “…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 par Mosheiff, Jonathan, Resch, Nicolas, Shang, Kuo, Yuan, Chen

Table des matières: “…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 par Hayati, Haleh, Murguia, Carlos, van de Wouw, Nathan

Table des matières: “… 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 par Zimmerman, Robert, Craiu, Radu V., Leos-Barajas, Vianey

Table des matières: “… 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 par Mitchell, Kevin J., Cheney, Nick

Table des matières: “… 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 par Ren, Zichang, Zhao, Yuping

Table des matières: “… systems, including sensitivity to the accuracy and computational complexity of the construction algorithm…”
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SASH: Decoding Community Structure in Graphs par Beemer, Allison, Bolkema, Jessalyn

Table des matières: “… 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 par Kafetzis, Dimitrios, Khalili, Ramin, Koutsopoulos, Iordanis

Table des matières: “…Large Language Models (LLMs) based on autoregressive, decoder-only Transformers generate text one…”
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MiniCPM4: Ultra-Efficient LLMs on End Devices par 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

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

Table des matières: “…We present parallel algorithms to accelerate sampling via counting in two settings: any-order…”
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