Risultati della ricerca - decoding (algorithmics OR (algorithm OR (algorithm OR algorithm)))

Efficient Solutions for Mitigating Initialization Bias in Unsupervised Self-Adaptive Auditory Attention Decoding di Yao, Yuanyuan, Geirnaert, Simon, Tuytelaars, Tinne, Bertrand, Alexander

Sommario: “... unsupervised self-adaptive auditory attention decoding (AAD) for stimulus reconstruction has been developed...”
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FlashGMM: Fast Gaussian Mixture Entropy Model for Learned Image Compression di Murai, Shimon, Lin, Fangzheng, Katto, Jiro

Sommario: “... that must be built for rANS coding. This paper introduces a fast coding algorithm that entirely eliminates...”
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Information Capacity of EEG: Theoretical and Computational Limits of Recoverable Neural Information di Rao, Ishir

Sommario: “... logarithmically with signal-to-noise ratio (SNR). Linear decoders capture nearly all variance that is linearly...”
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New bounds for codes over Gaussian integers based on the Mannheim distance di Shi, Minjia, Wang, Xuan, An, Junmin, Kim, Jon-Lark

Sommario: “... regions using a Mannheim version of the Macwilliams-type identity. Finally, we present decoding algorithms...”
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Cactus: Accelerating Auto-Regressive Decoding with Constrained Acceptance Speculative Sampling di Hao, Yongchang, Mou, Lili

Sommario: “...Speculative sampling (SpS) has been successful in accelerating the decoding throughput of auto...”
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From Words to Widgets for Controllable LLM Generation di Zhang, Chao, Liu, Yiren, Nie, Lunyiu, Rzeszotarski, Jeffrey M., Huang, Yun, August, Tal

Sommario: “.... To enable this interaction, we introduce an LLM decoding algorithm that modulates the token probability...”
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Design and Analysis of Quantum Dual-Containing CSS LDPC Codes based on Quasi-Dyadic Matrices di Baldelli, Alessio, Baldi, Marco, Battaglioni, Massimo, Chiaraluce, Franco, Santini, Paolo

Sommario: “... of the Hadamard gate, and, jointly with the sparsity of their parity-check matrices enable low-complexity decoding...”
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Transformer-like Inference from Optimal Control di Kudre, Aditya, Chang, Heng-Sheng, Mehta, Prashant G.

Sommario: “... whose solution yields an explicit inference algorithm, the dual filter, with a layer structure...”
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Information Redistribution Under Reductions in NP Search di Wei, Jing-Yuan

Sommario: “... expose globally encoded witness information to local propagation and inference, while search algorithms...”
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Collab: Controlled Decoding using Mixture of Agents for LLM Alignment di Chakraborty, Souradip, Bhatt, Sujay, Sehwag, Udari Madhushani, Ghosal, Soumya Suvra, Qiu, Jiahao, Wang, Mengdi, Manocha, Dinesh, Huang, Furong, Koppel, Alec, Ganesh, Sumitra

Sommario: “... and alignment among LLMs during decoding. Theoretical analysis of our proposed algorithm establishes optimal...”
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Architecture and protocols for all-photonic quantum repeaters di Benchasattabuse, Naphan, Hajdušek, Michal, Van Meter, Rodney

Sommario: “... present an algorithm for decoding logical measurement results, employing graphical reasoning based...”
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Quality-Aware Dynamic Resolution Adaptation Framework for Adaptive Video Streaming di Premkumar, Amritha, Rajendran, Prajit T, Menon, Vignesh V, Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Sommario: “... and/ or decoding time below a threshold. QADRA implements a JND-based representation elimination algorithm...”
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Light-weight Retinal Layer Segmentation with Global Reasoning di He, Xiang, Song, Weiye, Wang, Yiming, Poiesi, Fabio, Yi, Ji, Desai, Manishi, Xu, Quanqing, Yang, Kongzheng, Wan, Yi

Sommario: “.... In addition, the algorithm should be light-weight to be deployed for practical clinical applications...”
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Smoothing Linear Codes by Rényi Divergence and Applications to Security Reduction di Yan, Hao, Ling, Cong

Sommario: “... complexity of encoding/decoding algorithms in random codes, our research introduces enhanced structural...”
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LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design di Kong, Rui, Li, Qiyang, Fang, Xinyu, Feng, Qingtian, He, Qingfeng, Dong, Yazhu, Wang, Weijun, Li, Yuanchun, Kong, Linghe, Liu, Yunxin

Sommario: “... to huge inference latency overhead, slowing down the decoding speed by 2.5+ times. In this paper, we...”
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CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs di Lv, Junlin, Feng, Yuan, Xie, Xike, Jia, Xin, Peng, Qirong, Xie, Guiming

Sommario: “... of prefilling and decoding phases. Although several attempts have been made to accelerate decoding...”
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Single Sparse Graph Enhanced Expectation Propagation Algorithm Design for Uplink MIMO-SCMA di Luo, Qu, Zhu, Jing, Chen, Gaojie, Xiao, Pei, Tafazolli, Rahim

Sommario: “... propagation algorithm (EPA) receiver, referred to as SSG-EPA, for uplink MIMO-SCMA systems. Firstly, we...”
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ESC-MVQ: End-to-End Semantic Communication With Multi-Codebook Vector Quantization di Shin, Junyong, Oh, Yongjeong, Park, Jinsung, Park, Joohyuk, Jeon, Yo-Seb

Sommario: “...-flip probabilities with a single encoder-decoder pair. To maximize inference performance when deploying...”
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TableCenterNet: A one-stage network for table structure recognition di Xiao, Anyi, Yang, Cihui

Sommario: “...-consuming sequential decoding, or rely on complex post-processing algorithms to parse the logical structure...”
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TSCL:Multi-party loss Balancing scheme for deep learning Image steganography based on Curriculum learning di Zhang, Fengchun Liu. Tong, Zhang, Chunying

Sommario: “... scheduler (TSCL) for balancing multinomial losses in deep learning image steganography algorithms. TSCL...”
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