Risultati della ricerca - decoding (algorithm OR (algorithmics OR algorithmsics))

Parallelizable Neural Turing Machines di Faria, Gabriel, Junior, Arnaldo Candido

Sommario: “... execution. We evaluate the proposed architecture on a synthetic benchmark of algorithmic problems involving...”
Testo

Algorithms of self-synchronizing single-deletion-correcting codes di Choi, Whan-Hyuk

Sommario: “... present encoding and decoding algorithms for self-synchronizing single-deletion correcting DNA codes...”
Testo

Factor Graph Optimization of Error-Correcting Codes for Belief Propagation Decoding di Choukroun, Yoni, Wolf, Lior

Sommario: “...The design of optimal linear block codes capable of being efficiently decoded is of major concern...”
Testo

Automatic Task Detection and Heterogeneous LLM Speculative Decoding di Ge, Danying, Gao, Jianhua, Jiang, Qizhi, Feng, Yifei, Ji, Weixing

Sommario: “... propose a speculative decoding algorithm tailored for downstream task optimization. It includes...”
Testo

Linear-Time Encodable and Decodable Quantum Error-Correcting Codes di Wills, Adam, Lin, Ting-Chun, Zhang, Rachel Yun, Hsieh, Min-Hsiu

Sommario: “.... The classical decoding algorithms also run in logarithmic depth and use $\mathcal{O}(n \log n)$ gates...”
Testo

Real-Time Neural Appearance Models di Zeltner, Tizian, Rousselle, Fabrice, Weidlich, Andrea, Clarberg, Petrik, Novák, Jan, Bitterli, Benedikt, Evans, Alex, Davidovič, Tomáš, Kallweit, Simon, Lefohn, Aaron

Sommario: “... reserved for offline use. This is achieved with a combination of algorithmic and system level innovations...”
Testo

Plato: Plan to Efficiently Decode for Large Language Model Inference di Jin, Shuowei, Liu, Xueshen, Wu, Yongji, Zheng, Haizhong, Zhang, Qingzhao, Prakash, Atul, Lentz, Matthew, Zhuo, Danyang, Qian, Feng, Mao, Z. Morley

Sommario: “..., but their inference incurs substantial computational and memory overhead. To improve efficiency, parallel decoding...”
Testo

Density Evolution Analysis of Generalized Low-density Parity-check Codes under a Posteriori Probability Decoder di Chang, Dongxu, Peng, Qingqing, Ma, Zhiming, Wang, Guanghui, Yin, Dawei

Sommario: “... posteriori probability (APP) decoder is analyzed. We explore the concentration, symmetry, and monotonicity...”
Testo

FlashSVD v1.5: Making Low-Rank Transformers Inference Actually Fast di Wu, Wenhao, Shao, Zishan, Cui, Kangning, Kim, Jinhee, Wang, Yixiao, Ye, Hancheng, Zhuo, Danyang, Chen, Yiran

Sommario: “... between prefill and autoregressive decode. We present FlashSVD v1.5, a unified inference runtime...”
Testo

The outcomes of generative AI are exactly the Nash equilibria of a non-potential game di Djehiche, Boualem, Tembine, Hamidou

Sommario: “...-potential game. We then design and analyze deep neural network algorithms that converge to these equilibria...”
Testo

Deep Learning-Based Operators for Evolutionary Algorithms di Shem-Tov, Eliad, Sipper, Moshe, Elyasaf, Achiya

Sommario: “... learning: a crossover operator for genetic algorithms and a mutation operator for genetic programming. Deep...”
Testo

A Quantum Approximate Optimization Algorithm-based Decoder Architecture for NextG Wireless Channel Codes di Kasi, Srikar, Sud, James, Jamieson, Kyle, Ravi, Gokul Subramanian

Sommario: “... processing architecture for FEC decoding, one based on the quantum approximate optimization algorithm (QAOA...”
Testo

SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding di Wei, Linye, Zhong, Shuzhang, Xu, Songqiang, Wang, Runsheng, Huang, Ru, Li, Meng

Sommario: “... decoding latency of LLMs challenges the real-time ASR requirements. Although speculative decoding has been...”
Testo

SignSGD with Federated Voting di Park, Chanho, Poor, H. Vincent, Lee, Namyoon

Sommario: “... parameter server. SignSGD with majority voting (signSGD-MV) is an effective distributed learning algorithm...”
Testo

HexGen-2: Disaggregated Generative Inference of LLMs in Heterogeneous Environment di Jiang, Youhe, Yan, Ran, Yuan, Binhang

Sommario: “...Disaggregating the prefill and decoding phases represents an effective new paradigm for generative...”
Testo

Coding Theorem for Generalized Reed-Solomon Codes di Zheng, Xiangping, Ma, Xiao

Sommario: “... techniques. In the finite-length region, we present an ML decoding algorithm for the generalized RS codes...”
Testo

d2: Improving Reasoning in Diffusion Language Models via Trajectory Likelihood Estimation di Wang, Guanghan, Turok, Gilad, Schiff, Yair, Arriola, Marianne, Kuleshov, Volodymyr

Sommario: “... gradient algorithm that relies on accurate estimates of the sampling trajectory likelihoods. Because...”
Testo

Estimating Detector Error Models on Google's Willow di Arms, Kregg Elliot, McHugh, Martin James, Nyhan, Joseph Edward, Reus, William Frederick, Ulrich, James Loudon

Sommario: “... several algorithms to learn DEM parameters and structure from syndromes without using a decoder...”
Testo

Cachemir: Fully Homomorphic Encrypted Inference of Generative Large Language Model with KV Cache di Yu, Ye, Zhou, Yifan, Chen, Yi, Soto, Pedro, Xiong, Wenjie, Li, Meng

Sommario: “... predominantly rely on an autoregressive decoding strategy, which generates output tokens sequentially...”
Testo

Maximum-Likelihood--Based Position Decoding of Laser Processed Converging Pixel CsI: Tl Detectors for High-Resolution SPECT di Zhang, Xi, Sitek, Arkadiusz, Blackberg, Lisa, Kupinski, Matthew, Furenlid, Lars, Sabet, Hamid

Sommario: “... architecture, combined with statistical decoding algorithms, provides a promising path toward the development...”
Testo