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

Unique Decoding of Extended Subcodes of GRS Codes Using Error-Correcting Pairs di Li, Yang, Lu, Zhenliang, Ling, San, Zhu, Shixin, Lam, Kwok Yan

Sommario: “... of their $\ell$-ECPs, and further present an explicit decoding algorithm for extended Han-Zhang codes based...”
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A Unified Deep Reinforcement Learning Approach for Close Enough Traveling Salesman Problem di Fan, Mingfeng, Cheng, Jiaqi, Wu, Yaoxin, Zhang, Yifeng, Yang, Yibin, Wu, Guohua, Sartoretti, Guillaume

Sommario: “... decision process (MDP) for CETSP using a discretization scheme and propose a novel unified dual-decoder DRL...”
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DySCO: Dynamic Attention-Scaling Decoding for Long-Context Language Models di Ye, Xi, Zhang, Wuwei, Yin, Fangcong, Yen, Howard, Chen, Danqi

Sommario: “... context throughout decoding. In this work, we propose DYSCO, a novel decoding algorithm for improving long...”
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Seeing to Ground: Visual Attention for Hallucination-Resilient MDLLMs di Narnaware, Vishal, Gupta, Animesh, Zhai, Kevin, Wang, Zhenyi, Shah, Mubarak

Sommario: “... vulnerability stems from an algorithmic flaw: the decoder ranks candidate tokens based on textual likelihood...”
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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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Overcoming Non-monotonicity in Transducer-based Streaming Generation di Ma, Zhengrui, Feng, Yang, Zhang, Min

Sommario: “... popular in industrial applications. However, its input-synchronous decoding mechanism presents challenges...”
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Rate-Distortion Region for Distributed Indirect Source Coding with Decoder Side Information di Tang, Jiancheng, Yang, Qianqian

Sommario: “... central decoder. The decoder has access to correlated side information in addition to the messages...”
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UCD: Unlearning in LLMs via Contrastive Decoding di Suriyakumar, Vinith M., Sekhari, Ayush, Wilson, Ashia

Sommario: “... unlearning algorithm that uses contrastive decoding, leveraging two auxiliary smaller models, one trained...”
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Decoding Communications with Partial Information di Cope, Dylan, McBurney, Peter

Sommario: “... community of language users from which a learner observes speech acts and attempts to decode the mappings...”
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Dual Filter: A Transformer-like Inference Architecture for Hidden Markov Models di Chang, Heng-Sheng, Mehta, Prashant G.

Sommario: “... and the proposed solution are motivated by the decoder-only transformer architecture, in which a finite sequence...”
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Graph Autoencoder for Process Monitoring di Zhang, Xiangrui

Sommario: “... mechanism (SSAM) and a spatial-temporal encoder-decoder module utilizing graph convolutional long-short term...”
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CRoCoDiL: Continuous and Robust Conditioned Diffusion for Language di Uziel, Roy, Belhasin, Omer, Levy, Itay, Bercovich, Akhiad, El-Yaniv, Ran, Zilberstein, Ran, Elad, Michael

Sommario: “... in which decoding is obtained by an MDM algorithm. Relying on the same framework, we introduce two...”
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Quantized Distributed Nonconvex Optimization Algorithms with Linear Convergence under the Polyak--$Ł$ojasiewicz Condition di Xu, Lei, Yi, Xinlei, Sun, Jiayue, Shi, Yang, Johansson, Karl H., Yang, Tao

Sommario: “... the required communication capacity, we introduce an encoder--decoder scheme. By integrating them...”
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Boosting Fairness and Robustness in Over-the-Air Federated Learning di Oksuz, Halil Yigit, Molinari, Fabio, Sprekeler, Henning, Raisch, Joerg

Sommario: “... propose an Over-the-Air federated learning algorithm that aims to provide fairness and robustness through...”
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Decoding Quantum Search Advantage: The Critical Role of State Properties in Random Walks di Zhou, Si-Qi, Liang, Jin-Min, Ding, Ziheng, Chen, Zhihua, Fei, Shao-Ming, Ma, Zhihao

Sommario: “...Quantum algorithms have demonstrated provable speedups over classical counterparts, yet...”
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Universal graph representation of stabilizer codes di Khesin, Andrey Boris, Lu, Jonathan Z., Shor, Peter W.

Sommario: “..., they otherwise offer little guidance for concrete constructions or algorithm analysis. We introduce a...”
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AngelSlim: A more accessible, comprehensive, and efficient toolkit for large model compression di Cen, Rui, Hu, QiangQiang, Huang, Hong, Liu, Hong, Liu, Song, Luo, Xin, Niu, Lin, Tan, Yifan, Wu, Decheng, Xie, Linchuan, Yang, Rubing, Yu, Guanghua, Zhu, Jianchen

Sommario: “... compression developed by the Tencent Hunyuan team. By consolidating cutting-edge algorithms, including...”
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Latent Modulated Function for Computational Optimal Continuous Image Representation di He, Zongyao, Jin, Zhi

Sommario: “... MLP to decode Low-Resolution (LR) features. However, these continuous image representations typically...”
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AlphaViT: A flexible game-playing AI for multiple games and variable board sizes di Fujita, Kazuhisa

Sommario: “... framework: AlphaViT, AlphaViD (AlphaViT with a transformer decoder), and AlphaVDA (AlphaViD with learnable...”
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A*-Decoding: Token-Efficient Inference Scaling di Chatziveroglou, Giannis

Sommario: “... inference. In this work, we introduce A*-decoding, a search-based inference-time strategy that builds...”
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