Search Results - decoding (algorithmics OR (algorithm OR (algorithmssics OR (algorithm OR algorithm))))

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

Table of Contents: “…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 by Mukhopadhyay, Snehasis, Kasat, Aryan, Dubey, Shivam, Karthikeyan, Rahul, Sood, Dhruv, Jain, Vinija, Chadha, Aman, Das, Amitava

Table of Contents: “… 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 by Yang, Yawen, Ma, Fukun, Meng, Shiao, Liu, Aiwei, Wen, Lijie

Table of Contents: “… 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 by Urbach, Roy, Schneidman, Elad

Table of Contents: “… 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 by Reisizadeh, Hadi, Ruan, Jiajun, Chen, Yiwei, Pal, Soumyadeep, Liu, Sijia, Hong, Mingyi

Table of Contents: “… 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 by Li, Xiaxin, Mazumdar, Arya

Table of Contents: “… 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 by Doshi, Akash, Sen, Pinar, Ivanov, Kirill, Yang, Wei, Namgoong, June, Wang, Runxin, Wang, Rachel, Yoo, Taesang, Jiang, Jing, Ji, Tingfang

Table of Contents: “…, 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... by He, Dongyi, Siok, Wai Ting, Wang, Nizhuan

Table of Contents: “… 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 by Yao, Xinyuanmeng, Ma, Xiao

Table of Contents: “… 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 by Lin, Jian, Mi, Jiazhi, Hong, Zicong, Wang, Haodong, Liu, Qianli, Zhang, Haodyue, Li, Peng, Guo, Song

Table of Contents: “… 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 by Chun‐Ren Phang, Akimasa Hirata

Table of Contents: “… 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 by Zeng, Fanqin, Hong, Feng, Yu, Geng, Zheng, Huangjie, Cao, Xiaofeng, Zhang, Ya, Han, Bo, Wang, Yanfeng, Yao, Jiangchao

Table of Contents: “… 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 by Zheng, Shengjie, Li, Wenyi, Qian, Lang, He, Chenggang, Li, Xiaojian

Table of Contents: “… 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 by Wheeler, Dylan, Tripp, Erin E., Natarajan, Balasubramaniam

Table of Contents: “… 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 by Yamamori, Satoshi, Morimoto, Jun

Table of Contents: “…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 by Zhang, Qi, Zhu, Jiang, Qu, Fengzhong, Soh, De Wen

Table of Contents: “…. 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 by Sugiura, Ryosuke, Nishino, Masaaki, Yasuda, Norihito, Kamamoto, Yutaka, Moriya, Takehiro

Table of Contents: “…-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 by Zhu, Liyuan, Huang, Shengyu, Schindler, Konrad, Armeni, Iro

Table of Contents: “… 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 by Su, Nanchi, Liu, Fan, Masouros, Christos, Alexandropoulos, George C., Xiong, Yifeng, Zhang, Qinyu

Table of Contents: “… 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 by Li, Chunyi, Lu, Guo, Feng, Donghui, Wu, Haoning, Zhang, Zicheng, Liu, Xiaohong, Zhai, Guangtao, Lin, Weisi, Zhang, Wenjun

Table of Contents: “… become a highly demanding topic. However, existing compression algorithms must sacrifice either…”
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