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

BrainPuzzle: Hybrid Physics and Data-Driven Reconstruction for Transcranial Ultrasound Tomography di Chen, Shengyu, Feng, Shihang, Luo, Yi, Jia, Xiaowei, Lin, Youzuo

Sommario: “... super-resolution encoder-decoder with a graph-based attention unit (GAU) fuses these fragments into a...”
Testo

Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation di So, Junhyuk, Kook, Hyunho, Jang, Chaeyeon, Park, Eunhyeok

Sommario: “... to the existing algorithm with almost zero overhead, yet achieves substantial performance gains, delivering up...”
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Kimi Linear: An Expressive, Efficient Attention Architecture di Kimi Team, Zhang, Yu, Lin, Zongyu, Yao, Xingcheng, Hu, Jiaxi, Meng, Fanqing, Liu, Chengyin, Men, Xin, Yang, Songlin, Li, Zhiyuan, Li, Wentao, Lu, Enzhe, Liu, Weizhou, Chen, Yanru, Xu, Weixin, Yu, Longhui, Wang, Yejie, Fan, Yu, Zhong, Longguang, Yuan, Enming, Zhang, Dehao, Zhang, Yizhi, Liu, T. Y., Wang, Haiming, Fang, Shengjun, He, Weiran, Liu, Shaowei, Li, Yiwei, Su, Jianlin, Qiu, Jiezhong, Pang, Bo, Yan, Junjie, Jiang, Zhejun, Huang, Weixiao, Yin, Bohong, You, Jiacheng, Wei, Chu, Wang, Zhengtao, Hong, Chao, Chen, Yutian, Chen, Guanduo, Wang, Yucheng, Zheng, Huabin, Wang, Feng, Liu, Yibo, Dong, Mengnan, Zhang, Zheng, Pan, Siyuan, Wu, Wenhao, Wu, Yuhao, Guan, Longyu, Tao, Jiawen, Fu, Guohong, Xu, Xinran, Wang, Yuzhi, Lai, Guokun, Wu, Yuxin, Zhou, Xinyu, Yang, Zhilin, Du, Yulun

Sommario: “..., enabling more effective use of limited finite-state RNN memory. Our bespoke chunkwise algorithm achieves...”
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SecDiff: Diffusion-Aided Secure Deep Joint Source-Channel Coding Against Adversarial Attacks di Zhao, Changyuan, Wang, Jiacheng, Zhang, Ruichen, Niyato, Dusit, Du, Hongyang, Xiong, Zehui, Kim, Dong In, Zhang, Ping

Sommario: “..., diffusion-aided decoding framework that significantly enhances the security and robustness of deep JSCC...”
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Self-supervised and Multi-fidelity Learning for Extended Predictive Soil Spectroscopy di Sun, Luning, Safanelli, José L., Sanderman, Jonathan, Georgiou, Katerina, Brungard, Colby, Grover, Kanchan, Hopkins, Bryan G., Liu, Shusen, Bremer, Timo

Sommario: “... was pretrained with the large MIR spectral library and the Variational Autoencoder algorithm to obtain a...”
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Data-Efficient and Robust Trajectory Generation through Pathlet Dictionary Learning di Tang, Yuanbo, Tang, Yan, Zhang, Zixuan, Zhao, Zihui, Li, Yang

Sommario: “... algorithms on noisy real-world data and their trustworthiness in downstream tasks. To address this issue, we...”
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Unsupervised learning of multiscale switching dynamical system models from multimodal neural data di Kim, DongKyu, Hsieh, Han-Lin, Shanechi, Maryam M.

Sommario: “.... To address these challenges, we develop a novel unsupervised learning algorithm that learns the parameters...”
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Cryptanalysis of Pseudorandom Error-Correcting Codes di Wang, Tianrui, Wang, Anyu, Cong, Tianshuo, Ran, Delong, Liu, Jinyuan, Wang, Xiaoyun

Sommario: “... PRC-based codewords from plain vectors, and one attack aims to compromise the decoding process of PRC...”
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Deep Recurrent Hidden Markov Learning Framework for Multi-Stage Advanced Persistent Threat Prediction di Tijjani, Saleem Ishaq, Ghita, Bogdan, Clarke, Nathan, Craven, Matthew

Sommario: “... Viterbi algorithm is introduced to handle incomplete observations, ensuring robust decoding under...”
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Superlinear Multi-Step Attention di Huang, Yufeng

Sommario: “...}})$. To illustrate the architecture, we present a baseline $N=2$ implementation, which is algorithmically analogous...”
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EqDeepRx: Learning a Scalable MIMO Receiver di Honkala, Mikko, Korpi, Dani, Raninen, Elias, Huttunen, Janne M. J.

Sommario: “...While machine learning (ML)-based receiver algorithms have received a great deal of attention...”
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Agentar-Fin-OCR di Qian, Siyi, Bai, Xiongfei, Fu, Bingtao, Lu, Yichen, Zhang, Gaoyang, Yang, Xudong, Zhang, Peng

Sommario: “... (1) a Cross-page Contents Consolidation algorithm to restore continuity across pages and a Document...”
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A SAT-based Filtering Framework for Exact Coverings of K33 by Cliques of Order 3, 4 or 5 di Kovař, Petr, Zhang, Yifan

Sommario: “... approach is algorithmic and relies on a layered exact-search pipeline rather than a single monolithic...”
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Posterior Matching over Binary-Input Memoryless Symmetric Channels: Non-Asymptotic Bounds and Low-Complexity Encoding di Yavas, Recep Can

Sommario: “... such as the binary-input AWGN channel. We derive a novel non-asymptotic achievability bound on the expected decoding...”
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Robust Rate-Splitting Design for Mixed Dual-Polarized Integrated Satellite-Terrestrial Networks Under Polarization Mismatch di Seong, Jaehyup, Lee, Juhwan, Lee, Jungwoo, Kwon, Sean, Shin, Wonjae

Sommario: “... access (RSMA), which enables flexible non-orthogonal transmission through partial interference decoding...”
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Joint Trajectory and Resource Optimization for Dual-aerial ARIS-assisted NOMA-TNT Networks di Saiprudhvi, Vangara, Singh, Keshav, Subramaniyam, Hariharan, Li, Chih-Peng

Sommario: “... are multiplexed via power-domain NOMA with a predefined SIC decoding order. We formulate an average sum-rate...”
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ReTokSync: Self-Synchronizing Tokenization Disambiguation for Generative Linguistic Steganography di Wang, Yaofei, Wang, Rui, Pang, Weilong, Han, JiaLiang, Qi, Yuan, Hu, Donghui, Chen, Kejiang

Sommario: “..., breaking the shared decoding state between the communicating parties so that a single local mismatch can...”
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SAPO: Step-Aligned Policy Optimization for Reasoning-Based Generative Recommendation di Zheng, Zaiyi, Min, Guanghui, Zhu, Yaochen, Wu, Liang, Hong, Liangjie, Chen, Chen, Li, Jundong

Sommario: “..., typically outcome-reward algorithm with exact-match feedback on the generated SID. However, in large-catalog...”
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Auditing Apple's DifferentialPrivacy.framework: Implementation Bugs, Misconfigurations, and Practical Risks di Chourasia, Rishav, Bao, Ergute, Javaid, Uzair, Xiao, Xiaokui

Sommario: “..., and health-related reports. Because Apple has not open-sourced its privatization algorithms, these privacy...”
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Assemblage in anonymity. Meanings of the action on NFT: CryptoPunks case study di Ortiz-González, Juan Camilo

Sommario: “... into account our current time of growing automation and algorithmization of interactions.As a conclusion, we...”
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