Search Results - decoding (algorithm OR (Algorithmsssic OR Algorithmsssic))

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

Table of Contents: “… 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 by Fan, Mingfeng, Cheng, Jiaqi, Wu, Yaoxin, Zhang, Yifeng, Yang, Yibin, Wu, Guohua, Sartoretti, Guillaume

Table of Contents: “… 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 by Ye, Xi, Zhang, Wuwei, Yin, Fangcong, Yen, Howard, Chen, Danqi

Table of Contents: “… 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 by Narnaware, Vishal, Gupta, Animesh, Zhai, Kevin, Wang, Zhenyi, Shah, Mubarak

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

Table of Contents: “… 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 by Ma, Zhengrui, Feng, Yang, Zhang, Min

Table of Contents: “… 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 by Tang, Jiancheng, Yang, Qianqian

Table of Contents: “… 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 by Suriyakumar, Vinith M., Sekhari, Ayush, Wilson, Ashia

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

Table of Contents: “… 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 by Chang, Heng-Sheng, Mehta, Prashant G.

Table of Contents: “… 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 by Zhang, Xiangrui

Table of Contents: “… 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 by Uziel, Roy, Belhasin, Omer, Levy, Itay, Bercovich, Akhiad, El-Yaniv, Ran, Zilberstein, Ran, Elad, Michael

Table of Contents: “… 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 by Xu, Lei, Yi, Xinlei, Sun, Jiayue, Shi, Yang, Johansson, Karl H., Yang, Tao

Table of Contents: “… 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 by Oksuz, Halil Yigit, Molinari, Fabio, Sprekeler, Henning, Raisch, Joerg

Table of Contents: “… 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 by Zhou, Si-Qi, Liang, Jin-Min, Ding, Ziheng, Chen, Zhihua, Fei, Shao-Ming, Ma, Zhihao

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

Table of Contents: “…, 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 by 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 of Contents: “… 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 by He, Zongyao, Jin, Zhi

Table of Contents: “… 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 by Fujita, Kazuhisa

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

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