Search Results - decoding (algorithm OR Algorithmsssic)

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

Table of Contents: “… 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 by Geuter, Jonathan, Mroueh, Youssef, Alvarez-Melis, David

Table of Contents: “…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 by 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 of Contents: “…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 by Hejazi, Bardia, Chand, Keerthana, Fritsch, Tobias, Bruno, Giovanni

Table of Contents: “… 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 by Yang, Mingyu, Choi, Jae-Young, Moon, Kihyo, Jang, Minsung, Jeon, Eunjoo

Table of Contents: “…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 by Wu, Zhaomin, Zhao, Haodong, Wang, Ziyang, Guo, Jizhou, Wang, Qian, He, Bingsheng

Table of Contents: “… 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 by Gu, Shouzhen, Caha, Libor, Choe, Shin Ho, He, Zhiyang, Kubica, Aleksander, Tang, Eugene

Table of Contents: “… 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 by Souza, Leandro C., Dardenne, Laurent E., Portugal, Renato

Table of Contents: “…. 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 by Yu, Xin, Xing, Hanwen, Xue, Lingzhou

Table of Contents: “… 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 by Fei, Chao, Li, Guozhong, Liu, Chenxi, Kalnis, Panos

Table of Contents: “…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 by Jalaleddine, Marwan, Li, Jiajie, Abbas, Syed Mohsin, Gross, Warren J.

Table of Contents: “…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 by Mosheiff, Jonathan, Resch, Nicolas, Shang, Kuo, Yuan, Chen

Table of Contents: “…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 by Hayati, Haleh, Murguia, Carlos, van de Wouw, Nathan

Table of Contents: “… 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 by Zimmerman, Robert, Craiu, Radu V., Leos-Barajas, Vianey

Table of Contents: “… 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 by Mitchell, Kevin J., Cheney, Nick

Table of Contents: “… 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 by Ren, Zichang, Zhao, Yuping

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

Table of Contents: “… 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 by Kafetzis, Dimitrios, Khalili, Ramin, Koutsopoulos, Iordanis

Table of Contents: “…Large Language Models (LLMs) based on autoregressive, decoder-only Transformers generate text one…”
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MiniCPM4: Ultra-Efficient LLMs on End Devices by 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 of Contents: “…: model architecture, training data, training algorithms, and inference systems. Specifically, in terms…”
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Parallel Sampling via Autospeculation by Anari, Nima, Baronio, Carlo, Chen, CJ, Haqi, Alireza, Koehler, Frederic, Li, Anqi, Vuong, Thuy-Duong

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