Risultati della ricerca - Decoding (algorithm OR (algorithmsssic OR algorithmsssssic))

Public Transit Arrival Prediction: a Seq2Seq RNN Approach di Bhutani, Nancy, Pachal, Soumen, Achar, Avinash

Sommario: “... propose a Gated Recurrent Unit (GRU) based Encoder-Decoder(ED) OR Seq2Seq RNN model (originally introduced...”
Testo

Entropy-Reinforced Planning with Large Language Models for Drug Discovery di Liu, Xuefeng, Tien, Chih-chan, Ding, Peng, Jiang, Songhao, Stevens, Rick L.

Sommario: “... we propose ERP, Entropy-Reinforced Planning for Transformer Decoding, which employs an entropy...”
Testo

Decision-tree decoders for general quantum LDPC codes di Ott, Kai R., Hetényi, Bence, Beverland, Michael E.

Sommario: “...We introduce Decision Tree Decoders (DTDs), which rely only on the sparsity of the binary check...”
Testo

A Parallelization Strategy for GRAND with Optimality Guarantee by Exploiting Error Pattern Tree Representation di Wan, Li, Yin, Huarui, Zhang, Wenyi

Sommario: “... throughput and latency requirements. Guessing Random Additive Noise Decoding (GRAND) is a recently proposed...”
Testo

A novel deep learning based spatial delay feature aware encoder decoder module for enhanced CSI feedback in massive MIMO di Parinitha, Jayashankar, Chigalakkappa, Rangaswamy, Byrappa, N. Shobha

Sommario: “...<p>The algorithm presented in this study addresses the challenge of reconstructing downlink...”
Testo

Toward distortion-aware change detection in realistic scenarios di Zhao, Yitao, Li, Heng-Chao, Liu, Nanqing, Wang, Rui

Sommario: “... systems. Geometric distortion caused by coordinate shifting remains a thorny issue for CD algorithms...”
Testo

EEG decoding with conditional identification information di Sun, Pengfei, De Winne, Jorg, Devos, Paul, Botteldooren, Dick

Sommario: “...Decoding EEG signals is crucial for unraveling human brain and advancing brain-computer interfaces...”
Testo

Diffusion Models are Secretly Exchangeable: Parallelizing DDPMs via Autospeculation di Hu, Hengyuan, Das, Aniket, Sadigh, Dorsa, Anari, Nima

Sommario: “... autoregressive models to the diffusion setting. To demonstrate this, we introduce \emph{Autospeculative Decoding...”
Testo

Transformer-like Inference from Optimal Control di Kudre, Aditya, Chang, Heng-Sheng, Mehta, Prashant G.

Sommario: “...Decoder-only transformers compute the conditional probability of the next token from a sequence...”
Testo

$\textit{Jump Your Steps}$: Optimizing Sampling Schedule of Discrete Diffusion Models di Park, Yong-Hyun, Lai, Chieh-Hsin, Hayakawa, Satoshi, Takida, Yuhta, Mitsufuji, Yuki

Sommario: “..., they introduce $\textit{Compounding Decoding Error}$ (CDE), where discrepancies arise between the true...”
Testo

Error correction in interference-limited wireless systems di Wiame, Charles, Duffy, Ken R., Médard, Muriel

Sommario: “... to decoding algorithms, treating alpha-stable distributions as Gaussian results in significant performance...”
Testo

Spectral Journey: How Transformers Predict the Shortest Path di Cohen, Andrew, Gromov, Andrey, Yang, Kaiyu, Tian, Yuandong

Sommario: “...Decoder-only transformers lead to a step-change in capability of large language models. However...”
Testo

Probabilistic ODMA Receiver with Low-Complexity Algorithm for MIMO Unsourced Random Access di Zhang, Zhentian, Dang, Jian, Zhang, Zaichen

Sommario: “... JPDD algorithm has high complexity with quadratic computational costs. To address this, we propose a...”
Testo

An Energy-Efficient Approximate Posit Multiply-Divide Unit di Thotli, Rishi, Jonnalagadda, Aditya Anirudh, Hulsurkar, Rishabh, Uppugunduru, Anil Kumar, Veeramachaneni, Sreehari, Ahmed, Syed Ershad, Gustafson, John

Sommario: “... division algorithms use an initial approximation of the reciprocal of the divisor and iteratively approach...”
Testo

A 95.5Gb/s 29.6ns worst-case latency ORBGRAND decoder for 6G xURLLC di Condo, Carlo

Sommario: “... and short latency with low error rates. Guessing Random Additive Noise Decoding (GRAND) and Ordered...”
Testo

E-Sort: Empowering End-to-end Neural Network for Multi-channel Spike Sorting with Transfer Learning and Fast Post-processing di Han, Yuntao, Wang, Shiwei

Sommario: “...Decoding extracellular recordings is a crucial task in electrophysiology and brain-computer...”
Testo

AADNet: Exploring EEG Spatiotemporal Information for Fast and Accurate Orientation and Timbre Detection of Auditory Attention Based on A Cue-Masked Paradigm di Shi, Keren, Liu, Xu, Yuan, Xue, Shang, Haijie, Dai, Ruiting, Wang, Hanbin, Fu, Yunfa, Jiang, Ning, He, Jiayuan

Sommario: “... is attending in noisy environments. Decoding algorithms and experimental paradigm designs are crucial...”
Testo

Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training di Zhang, Miaosen, Liu, Yishan, Lin, Shuxia, Yang, Xu, Dai, Qi, Luo, Chong, Jiang, Weihao, Hou, Peng, Zeng, Anxiang, Geng, Xin, Guo, Baining

Sommario: “..., and (ii) \textbf{\textit{Hinted Decoding}}, a data-level technique that can re-align the training corpus...”
Testo

Towards A Flexible Accuracy-Oriented Deep Learning Module Inference Latency Prediction Framework for Adaptive Optimization Algorithms di Shen, Jingran, Tziritas, Nikos, Theodoropoulos, Georgios

Sommario: “..., and partitioning algorithms to become deployable onto resource-constrained devices. As the conditions...”
Testo

On Worst-Case Optimal Polynomial Intersection di Sun, Yihang, Wootters, Mary

Sommario: “...\}$ as possible. Decoded Quantum Interferometry (DQI) is a quantum algorithm that efficiently returns good...”
Testo