Risultati della ricerca - decoding (algorithm OR (algorithmssic 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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

Classical and quantum cyclic redundancy check codes di Ball, Simeon, Vilar, Ricard

Sommario: “... decoding algorithm. ...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo