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

PLD+: Accelerating LLM inference by leveraging Language Model Artifacts di Somasundaram, Shwetha, Phukan, Anirudh, Saxena, Apoorv

Sommario: “...To reduce the latency associated with autoretrogressive LLM inference, speculative decoding has...”
Testo

On the Efficacy of Surface Codes in Compensating for Radiation Events in Superconducting Devices di Vallero, Marzio, Casagranda, Gioele, Vella, Flavio, Rech, Paolo

Sommario: “... fault injections and correlate hardware faults with the logical error observed after decoding the code...”
Testo

Improved Constructions of Linear Codes for Insertions and Deletions di Gross, Roee, Con, Roni, Yaakobi, Eitan

Sommario: “... representations, efficient encoding, and decoding algorithms, making them highly desirable. A key challenge...”
Testo

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...”
Testo

D-Rex: Heterogeneity-Aware Reliability Framework and Adaptive Algorithms for Distributed Storage di Gonthier, Maxime, Sanchez-Gallegos, Dante D., Pan, Haochen, Nicolae, Bogdan, Zhou, Sicheng, Nguyen, Hai Duc, Hayot-Sasson, Valerie, Pauloski, J. Gregory, Carretero, Jesus, Chard, Kyle, Foster, Ian

Sommario: “... loss. Erasure coding is a common resiliency strategy implemented in storage systems to mitigate...”
Testo

GreenPeas: Unlocking Adaptive Quantum Error Correction with Just-in-Time Decoding Hypergraphs di Ziad, Abbas B., Xu, Jubo, Fan, Hongxiang

Sommario: “...Circuit-level decoders are essential for the realisation of low-overhead fault-tolerant quantum...”
Testo

Deep Learning Models for Physical Layer Communications di Letizia, Nunzio A.

Sommario: “... such as channel capacity and optimal coding-decoding schemes, for any arbitrary communication medium. We design...”
Testo

Joint Beam Search Integrating CTC, Attention, and Transducer Decoders di Sudo, Yui, Shakeel, Muhammad, Fukumoto, Yosuke, Yan, Brian, Shi, Jiatong, Peng, Yifan, Watanabe, Shinji

Sommario: “... decoders (CTC, RNN-T, and attention) to further improve performance. These three beam search algorithms...”
Testo

Semantic-Forward Relaying: A Novel Framework Towards 6G Cooperative Communications di Lin, Wensheng, Yan, Yuna, Li, Lixin, Han, Zhu, Matsumoto, Tad

Sommario: “... and the turbo principle, we design a joint source-channel coding algorithm to iteratively exchange the extrinsic...”
Testo

Quantization-Free Autoregressive Action Transformer di Sheebaelhamd, Ziyad, Tschannen, Michael, Muehlebach, Michael, Vernade, Claire

Sommario: “... and train an autoregressive transformer decoder on the resulting latent code. However, the initial...”
Testo

SINR: Sparsity Driven Compressed Implicit Neural Representations di Jayasundara, Dhananjaya, Rajagopalan, Sudarshan, Ranasinghe, Yasiru, Tran, Trac D., Patel, Vishal M.

Sommario: “... coding schemes employed. In this paper, we introduce SINR, an innovative compression algorithm...”
Testo

On the Impact of Bounded Rationality in Strategic Data Gathering di Anand, Anju, Akyol, Emrah

Sommario: “... algorithm. Finally, we provide our numerical results and the code to obtain them for research purposes...”
Testo

To Each Metric Its Decoding: Post-Hoc Optimal Decision Rules of Probabilistic Hierarchical Classifiers di Plaud, Roman, Perez-Lebel, Alexandre, Labeau, Matthieu, Saillenfest, Antoine, Bonald, Thomas

Sommario: “... by leveraging a structured, labeled hierarchy. However, decoding in such settings frequently relies on heuristic...”
Testo

Efficient Approximate Degenerate Ordered Statistics Decoding for Quantum Codes via Reliable Subset Reduction di Kung, Ching-Feng, Kuo, Kao-Yueh, Lai, Ching-Yi

Sommario: “...Efficient and scalable decoding of quantum codes is essential for high-performance quantum error...”
Testo

Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding di Jinnai, Yuu, Honda, Ukyo, Morimura, Tetsuro, Zhang, Peinan

Sommario: “... for generating sentences of the highest quality among the decoding algorithms. However, existing algorithms...”
Testo

A Low Latency Adaptive Coding Spiking Framework for Deep Reinforcement Learning di Qin, Lang, Yan, Rui, Tang, Huajin

Sommario: “... suffers from fixed coding methods, still faces the problems of high latency and poor versatility...”
Testo

TD-MPC2: Scalable, Robust World Models for Continuous Control di Hansen, Nicklas, Su, Hao, Wang, Xiaolong

Sommario: “...TD-MPC is a model-based reinforcement learning (RL) algorithm that performs local trajectory...”
Testo

SLOs-Serve: Optimized Serving of Multi-SLO LLMs di Chen, Siyuan, Jia, Zhipeng, Khan, Samira, Krishnamurthy, Arvind, Gibbons, Phillip B.

Sommario: “... decoding. Leveraging this resource planning algorithm, SLOs-Serve effectively supports multi-SLOs and multi...”
Testo

Decoding-Time Language Model Alignment with Multiple Objectives di Shi, Ruizhe, Chen, Yifang, Hu, Yushi, Liu, Alisa, Hajishirzi, Hannaneh, Smith, Noah A., Du, Simon S.

Sommario: “...-objective decoding (MOD)}$, a decoding-time algorithm that outputs the next token from a linear combination...”
Testo

Variable-size Symmetry-based Graph Fourier Transforms for image compression di Gnutti, Alessandro, Guerrini, Fabrizio, Leonardi, Riccardo, Ortega, Antonio

Sommario: “...Modern compression systems use linear transformations in their encoding and decoding processes...”
Testo