Résultats de la recherche - decoding (Algorithmssssic OR (algorithm OR (Algorithmssssic OR Algorithmssssic)))

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

Table des matières: “… 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 par Fan, Mingfeng, Cheng, Jiaqi, Wu, Yaoxin, Zhang, Yifeng, Yang, Yibin, Wu, Guohua, Sartoretti, Guillaume

Table des matières: “… 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 par Ye, Xi, Zhang, Wuwei, Yin, Fangcong, Yen, Howard, Chen, Danqi

Table des matières: “… 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 par Narnaware, Vishal, Gupta, Animesh, Zhai, Kevin, Wang, Zhenyi, Shah, Mubarak

Table des matières: “… 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 par Chakraborty, Souradip, Bhatt, Sujay, Sehwag, Udari Madhushani, Ghosal, Soumya Suvra, Qiu, Jiahao, Wang, Mengdi, Manocha, Dinesh, Huang, Furong, Koppel, Alec, Ganesh, Sumitra

Table des matières: “… 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 par Ma, Zhengrui, Feng, Yang, Zhang, Min

Table des matières: “… 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 par Tang, Jiancheng, Yang, Qianqian

Table des matières: “… 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 par Suriyakumar, Vinith M., Sekhari, Ayush, Wilson, Ashia

Table des matières: “… unlearning algorithm that uses contrastive decoding, leveraging two auxiliary smaller models, one trained…”
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Decoding Communications with Partial Information par Cope, Dylan, McBurney, Peter

Table des matières: “… 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 par Chang, Heng-Sheng, Mehta, Prashant G.

Table des matières: “… 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 par Zhang, Xiangrui

Table des matières: “… 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 par Uziel, Roy, Belhasin, Omer, Levy, Itay, Bercovich, Akhiad, El-Yaniv, Ran, Zilberstein, Ran, Elad, Michael

Table des matières: “… 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 par Xu, Lei, Yi, Xinlei, Sun, Jiayue, Shi, Yang, Johansson, Karl H., Yang, Tao

Table des matières: “… 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 par Oksuz, Halil Yigit, Molinari, Fabio, Sprekeler, Henning, Raisch, Joerg

Table des matières: “… 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 par Zhou, Si-Qi, Liang, Jin-Min, Ding, Ziheng, Chen, Zhihua, Fei, Shao-Ming, Ma, Zhihao

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

Table des matières: “…, 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 par 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

Table des matières: “… 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 par He, Zongyao, Jin, Zhi

Table des matières: “… 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 par Fujita, Kazuhisa

Table des matières: “… framework: AlphaViT, AlphaViD (AlphaViT with a transformer decoder), and AlphaVDA (AlphaViD with learnable…”
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A*-Decoding: Token-Efficient Inference Scaling par Chatziveroglou, Giannis

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