Resultados de búsqueda - decoding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR algorithmicsics))

EcoServe: Enabling Cost-effective LLM Serving with Proactive Intra- and Inter-Instance Orchestration por Du, Jiangsu, Zhang, Hongbin, Wei, Taosheng, Zheng, Zhenyi, Wu, Kaiyi, Chen, Zhiguang, Lu, Yutong

Tabla de Contenidos: “…Existing LLM serving strategies can be categorized based on whether prefill and decode phases…”
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AMBEDKAR-A Multi-level Bias Elimination through a Decoding Approach with Knowledge Augmentation for Robust Constitutional Alignment of Language Models por Mukhopadhyay, Snehasis, Kasat, Aryan, Dubey, Shivam, Karthikeyan, Rahul, Sood, Dhruv, Jain, Vinija, Chadha, Aman, Das, Amitava

Tabla de Contenidos: “… speculative decoding algorithm that proactively reduces casteist and communal bias during generation…”
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GapDNER: A Gap-Aware Grid Tagging Model for Discontinuous Named Entity Recognition por Yang, Yawen, Ma, Fukun, Meng, Shiao, Liu, Aiwei, Wen, Lijie

Tabla de Contenidos: “… or internal tokens, which face challenges of error propagation and decoding ambiguity due to the wide variety…”
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Semantic representations emerge in biologically inspired ensembles of cross-supervising neural networks por Urbach, Roy, Schneidman, Elad

Tabla de Contenidos: “… or decoding, but typically rely on biologically-implausible implementations. We suggest that interactions…”
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Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding por Reisizadeh, Hadi, Ruan, Jiajun, Chen, Yiwei, Pal, Soumyadeep, Liu, Sijia, Hong, Mingyi

Tabla de Contenidos: “… deterministic (greedy) decoding often suggest successful knowledge removal using standard benchmarks, we show…”
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Support Recovery in One-bit Compressed Sensing with Near-Optimal Measurements and Sublinear Time por Li, Xiaxin, Mazumdar, Arya

Tabla de Contenidos: “… methods minimize the number of measurements but often incur $Ω(n)$ decoding complexity, limiting large…”
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AI/ML based Joint Source and Channel Coding for HARQ-ACK Payload por Doshi, Akash, Sen, Pinar, Ivanov, Kirill, Yang, Wei, Namgoong, June, Wang, Runxin, Wang, Rachel, Yoo, Taesang, Jiang, Jing, Ji, Tingfang

Tabla de Contenidos: “…, we learn a transformer-based encoder using a novel "free-lunch" training algorithm and propose per…”
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Toward Robust, Reproducible, and Widely Accessible Intracranial Language Brain-Computer Interfaces: A Comprehensive Review of Neural Mechanisms, Hardware, Algorithms, Evaluation, C... por He, Dongyi, Siok, Wai Ting, Wang, Nizhuan

Tabla de Contenidos: “… by fragmented evidence and unresolved design trade-offs across neuroscience, hardware, algorithm, evaluation…”
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Polar Complexity: A New Descriptive Complexity with Applications to Source and Joint Source-Channel Coding por Yao, Xinyuanmeng, Ma, Xiao

Tabla de Contenidos: “… compression and successive cancellation decoding (SCD), and define the polar complexity of a sequence…”
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KVDrive: A Holistic Multi-Tier KV Cache Management System for Long-Context LLM Inference por Lin, Jian, Mi, Jiazhi, Hong, Zicong, Wang, Haodong, Liu, Qianli, Zhang, Haodyue, Li, Peng, Guo, Song

Tabla de Contenidos: “… critical entries during decoding, but this strategy quickly hits a ceiling: sparsity cannot be pushed…”
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Shared autonomy between human electroencephalography and TD3 deep reinforcement learning: A multi‐agent copilot approach por Chun‐Ren Phang, Akimasa Hirata

Tabla de Contenidos: “… Deep reinforcement learning (RL) algorithms enable the development of fully autonomous agents that can…”
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Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers por Zeng, Fanqin, Hong, Feng, Yu, Geng, Zheng, Huangjie, Cao, Xiaofeng, Zhang, Ya, Han, Bo, Wang, Yanfeng, Yao, Jiangchao

Tabla de Contenidos: “… still face a severe quality-speed trade-off: accelerating decoding by revealing multiple tokens often…”
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A Spiking Neural Network based on Neural Manifold for Augmenting Intracortical Brain-Computer Interface Data por Zheng, Shengjie, Li, Wenyi, Qian, Lang, He, Chenggang, Li, Xiaojian

Tabla de Contenidos: “… of the algorithms oriented to general artifi-cial intelligence because it borrows the neural information processing…”
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Asynchronous Multiuser Detection for SCMA with Unknown Delays: A Compressed Sensing Approach por Wheeler, Dylan, Tripp, Erin E., Natarajan, Balasubramaniam

Tabla de Contenidos: “… access system. The proposed technique can be used with nearly all of the numerous decoding algorithms…”
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Foundational Policy Acquisition via Multitask Learning for Motor Skill Generation por Yamamori, Satoshi, Morimoto, Jun

Tabla de Contenidos: “…In this study, we propose a multitask reinforcement learning algorithm for foundational policy…”
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One-Bit-Aided Modulo Sampling for DOA Estimation por Zhang, Qi, Zhu, Jiang, Qu, Fengzhong, Soh, De Wen

Tabla de Contenidos: “…. The estimate of the normalized covariance matrix is used to implement blind integer-forcing (BIF) decoder…”
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Optimal Construction of N-bit-delay Almost Instantaneous Fixed-to-Variable-Length Codes por Sugiura, Ryosuke, Nishino, Masaaki, Yasuda, Norihito, Kamamoto, Yutaka, Moriya, Takehiro

Tabla de Contenidos: “…-length (AIFV) codes, the general form of binary codes we can make when finite bits of decoding delay…”
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Living Scenes: Multi-object Relocalization and Reconstruction in Changing 3D Environments por Zhu, Liyuan, Huang, Shengyu, Schindler, Konrad, Armeni, Iro

Tabla de Contenidos: “… representation in a single encoder-decoder network, trained on synthetic data. This representation enables us…”
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Secure ISAC MIMO Systems: Exploiting Interference With Bayesian Cramér-Rao Bound Optimization por Su, Nanchi, Liu, Fan, Masouros, Christos, Alexandropoulos, George C., Xiong, Yifeng, Zhang, Qinyu

Tabla de Contenidos: “… their decoding probability, thus enhancing the ISAC's system physical-layer security (PLS) capability. To tackle…”
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MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model por Li, Chunyi, Lu, Guo, Feng, Donghui, Wu, Haoning, Zhang, Zicheng, Liu, Xiaohong, Zhai, Guangtao, Lin, Weisi, Zhang, Wenjun

Tabla de Contenidos: “… become a highly demanding topic. However, existing compression algorithms must sacrifice either…”
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