Suchergebnisse - decoding (algorithmicsicsics OR (algorithm OR ((algorithm OR algorithm) OR algorithm)))

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

Inhaltsangabe: “… 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 von Mukhopadhyay, Snehasis, Kasat, Aryan, Dubey, Shivam, Karthikeyan, Rahul, Sood, Dhruv, Jain, Vinija, Chadha, Aman, Das, Amitava

Inhaltsangabe: “… 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 von Yang, Yawen, Ma, Fukun, Meng, Shiao, Liu, Aiwei, Wen, Lijie

Inhaltsangabe: “… 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 von Urbach, Roy, Schneidman, Elad

Inhaltsangabe: “… 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 von Reisizadeh, Hadi, Ruan, Jiajun, Chen, Yiwei, Pal, Soumyadeep, Liu, Sijia, Hong, Mingyi

Inhaltsangabe: “… 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 von Li, Xiaxin, Mazumdar, Arya

Inhaltsangabe: “… 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 von Doshi, Akash, Sen, Pinar, Ivanov, Kirill, Yang, Wei, Namgoong, June, Wang, Runxin, Wang, Rachel, Yoo, Taesang, Jiang, Jing, Ji, Tingfang

Inhaltsangabe: “… , 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... von He, Dongyi, Siok, Wai Ting, Wang, Nizhuan

Inhaltsangabe: “… 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 von Yao, Xinyuanmeng, Ma, Xiao

Inhaltsangabe: “… 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 von Lin, Jian, Mi, Jiazhi, Hong, Zicong, Wang, Haodong, Liu, Qianli, Zhang, Haodyue, Li, Peng, Guo, Song

Inhaltsangabe: “… 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 von Chun‐Ren Phang, Akimasa Hirata

Inhaltsangabe: “… 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 von Zeng, Fanqin, Hong, Feng, Yu, Geng, Zheng, Huangjie, Cao, Xiaofeng, Zhang, Ya, Han, Bo, Wang, Yanfeng, Yao, Jiangchao

Inhaltsangabe: “… 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 von Zheng, Shengjie, Li, Wenyi, Qian, Lang, He, Chenggang, Li, Xiaojian

Inhaltsangabe: “… 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 von Wheeler, Dylan, Tripp, Erin E., Natarajan, Balasubramaniam

Inhaltsangabe: “… 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 von Yamamori, Satoshi, Morimoto, Jun

Inhaltsangabe: “… 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 von Zhang, Qi, Zhu, Jiang, Qu, Fengzhong, Soh, De Wen

Inhaltsangabe: “… . 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 von Sugiura, Ryosuke, Nishino, Masaaki, Yasuda, Norihito, Kamamoto, Yutaka, Moriya, Takehiro

Inhaltsangabe: “… -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 von Zhu, Liyuan, Huang, Shengyu, Schindler, Konrad, Armeni, Iro

Inhaltsangabe: “… 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 von Su, Nanchi, Liu, Fan, Masouros, Christos, Alexandropoulos, George C., Xiong, Yifeng, Zhang, Qinyu

Inhaltsangabe: “… 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 von Li, Chunyi, Lu, Guo, Feng, Donghui, Wu, Haoning, Zhang, Zicheng, Liu, Xiaohong, Zhai, Guangtao, Lin, Weisi, Zhang, Wenjun

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