Search Results - decoding (algorithm OR (algorithmics OR Algorithmssssics))

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

Table of Contents: “… execution. We evaluate the proposed architecture on a synthetic benchmark of algorithmic problems involving…”
Get full text

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

Table of Contents: “… present encoding and decoding algorithms for self-synchronizing single-deletion correcting DNA codes…”
Get full text

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

Table of Contents: “…The design of optimal linear block codes capable of being efficiently decoded is of major concern…”
Get full text

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

Table of Contents: “… propose a speculative decoding algorithm tailored for downstream task optimization. It includes…”
Get full text

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

Table of Contents: “…. The classical decoding algorithms also run in logarithmic depth and use $\mathcal{O}(n \log n)$ gates…”
Get full text

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

Table of Contents: “… reserved for offline use. This is achieved with a combination of algorithmic and system level innovations…”
Get full text

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

Table of Contents: “…, but their inference incurs substantial computational and memory overhead. To improve efficiency, parallel decoding…”
Get full text

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

Table of Contents: “… posteriori probability (APP) decoder is analyzed. We explore the concentration, symmetry, and monotonicity…”
Get full text

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

Table of Contents: “… between prefill and autoregressive decode. We present FlashSVD v1.5, a unified inference runtime…”
Get full text

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

Table of Contents: “…-potential game. We then design and analyze deep neural network algorithms that converge to these equilibria…”
Get full text

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

Table of Contents: “… learning: a crossover operator for genetic algorithms and a mutation operator for genetic programming. Deep…”
Get full text

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

Table of Contents: “… processing architecture for FEC decoding, one based on the quantum approximate optimization algorithm (QAOA…”
Get full text

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

Table of Contents: “… decoding latency of LLMs challenges the real-time ASR requirements. Although speculative decoding has been…”
Get full text

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

Table of Contents: “… parameter server. SignSGD with majority voting (signSGD-MV) is an effective distributed learning algorithm…”
Get full text

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

Table of Contents: “…Disaggregating the prefill and decoding phases represents an effective new paradigm for generative…”
Get full text

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

Table of Contents: “… techniques. In the finite-length region, we present an ML decoding algorithm for the generalized RS codes…”
Get full text

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

Table of Contents: “… gradient algorithm that relies on accurate estimates of the sampling trajectory likelihoods. Because…”
Get full text

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

Table of Contents: “… several algorithms to learn DEM parameters and structure from syndromes without using a decoder…”
Get full text

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

Table of Contents: “… predominantly rely on an autoregressive decoding strategy, which generates output tokens sequentially…”
Get full text

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

Table of Contents: “… architecture, combined with statistical decoding algorithms, provides a promising path toward the development…”
Get full text