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

Generative Retrieval Overcomes Limitations of Dense Retrieval but Struggles with Identifier Ambiguity di Bracher, Adrian, Vakulenko, Svitlana

Sommario: “... identifiers that are more suitable to the decoding process or by adapting decoding and scoring algorithms...”
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Sampling for Quality: Training-Free Reward-Guided LLM Decoding via Sequential Monte Carlo di Markovic-Voronov, Jelena, Zhu, Wenhui, Long, Bo, Wang, Zhipeng, Gupta, Suyash, Behdin, Kayhan, Chen, Bee-Chung, Agarwal, Deepak

Sommario: “...We introduce a principled probabilistic framework for reward-guided decoding in large language...”
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HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding di Chen, Zhaorun, Zhao, Zhuokai, Luo, Hongyin, Yao, Huaxiu, Li, Bo, Zhou, Jiawei

Sommario: “... novel decoding algorithm designed to mitigate OH in LVLMs. HALC leverages distinct fine-grained optimal...”
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Adaptive and Robust Watermark for Generative Tabular Data di Ngo, Dung Daniel, Ray, Archan, Seshadri, Akshay, Scott, Daniel, Obitayo, Saheed, Kumar, Niraj, Potluru, Vamsi K., Pistoia, Marco, Veloso, Manuela

Sommario: “.... In this paper, we study a flexible and robust watermarking algorithm for generative tabular data. Specifically...”
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HMM for short independent sequences: Multiple sequence Baum-Welch application di Cabrera-Bean, Margarita, Vidal, Josep, Fernandez-Bertolin, Sergio, Roso-Llorach, Albert, Violan, Concepcion

Sommario: “... process. In this context, the Expectation Maximization (EM) algorithm is applied in its specialized form...”
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Characterization of Blind Code Rate Recovery in Linear Block Codes di Vedantam, Atreya, Ganti, Radha Krishna

Sommario: “... noncooperative decoding where we aim to recover the code rate of a linear block code. We present a metric...”
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Dynamic programming by polymorphic semiring algebraic shortcut fusion di Little, Max A., He, Xi, Kayas, Ugur

Sommario: “...Dynamic programming (DP) is an algorithmic design paradigm for the efficient, exact solution...”
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LiteSearch: Efficacious Tree Search for LLM di Wang, Ante, Song, Linfeng, Tian, Ye, Peng, Baolin, Yu, Dian, Mi, Haitao, Su, Jinsong, Yu, Dong

Sommario: “...Recent research suggests that tree search algorithms (e.g. Monte Carlo Tree Search) can...”
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Post-processing of EEG-based Auditory Attention Decoding Decisions via Hidden Markov Models di Heintz, Nicolas, Francart, Tom, Bertrand, Alexander

Sommario: “...Auditory attention decoding (AAD) algorithms exploit brain signals, such as electroencephalography...”
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Joint Beamforming Design for RIS-Empowered NOMA-ISAC Systems di Wang, Chunjie, Zhang, Xuhui, Ren, Jinke, Liu, Wenchao, Wang, Shuqiang, Shen, Yanyan, Ye, Kejiang, Xu, Chengzhong, Niyato, Dusit

Sommario: “... decoding order. To tackle the complex interdependencies and non-convex nature of the optimization problem...”
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Variational quantum one-class classifier di Park, Gunhee, Huh, Joonsuk, Park, Daniel K.

Sommario: “... of applications. This work presents a semi-supervised quantum machine learning algorithm for such a problem, which...”
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Low Complexity Turbo SIC-MMSE Detection for Orthogonal Time Frequency Space Modulation di Li, Qi, Yuan, Jinhong, Qiu, Min, Li, Shuangyang, Xie, Yixuan

Sommario: “... detection and decoding algorithm for ZP-OTFS to enhance error performance. Compared to the conventional SIC...”
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RaaS: Reasoning-Aware Attention Sparsity for Efficient LLM Reasoning di Hu, Junhao, Huang, Wenrui, Wang, Weidong, Li, Zhenwen, Hu, Tiancheng, Liu, Zhixia, Chen, Xusheng, Xie, Tao, Shan, Yizhou

Sommario: “...-based algorithms propose to retain Key-Value (KV) vectors, the intermediate representations of only...”
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Tracr-Injection: Distilling Algorithms into Pre-trained Language Models di Vergara-Browne, Tomás, Soto, Álvaro

Sommario: “... proposed, which can be directly compiled into transformer weights to implement these algorithms. However...”
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Molecular Embedding-Based Algorithm Selection in Protein-Ligand Docking di Wang, Jiabao Brad, Cao, Siyuan, Wu, Hongxuan, Yuan, Yiliang, Misir, Mustafa

Sommario: “...Selecting an effective docking algorithm is highly context-dependent, and no single method performs...”
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Classical and quantum cyclic redundancy check codes di Ball, Simeon, Vilar, Ricard

Sommario: “... decoding algorithm. ...”
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Codes from Goppa codes di Liu, Chunlei

Sommario: “... be decoded within $O(n^2(\logn)^a)$ operations in the symbol field, which is usually much small than...”
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Optimizing example selection for retrieval-augmented machine translation with translation memories di Bouthors, Maxime, Crego, Josep, Yvon, François

Sommario: “... similar instances. These examples are used to condition the predictions of a neural decoder. We aim...”
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Encoding and Decoding Algorithms of ANS Variants and Evaluation of Their Average Code Lengths di Yamamoto, Hirosuke, Iwata, Ken-ichi

Sommario: “... still lack much knowledge about the ANS. This paper thoroughly explains the encoding and decoding...”
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Improved Constructions of Skew-Tolerant Gray Codes di Himelfarb, Gabriel Sac, Schwartz, Moshe

Sommario: “... linear-time encoding and decoding algorithms for our codes. Finally, we extend the definition to non...”
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