Search Results - Decoding algorithm

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

Table of Contents: “… propose a Gated Recurrent Unit (GRU) based Encoder-Decoder(ED) OR Seq2Seq RNN model (originally introduced…”
Get full text

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

Table of Contents: “… we propose ERP, Entropy-Reinforced Planning for Transformer Decoding, which employs an entropy…”
Get full text

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

Table of Contents: “…We introduce Decision Tree Decoders (DTDs), which rely only on the sparsity of the binary check…”
Get full text

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

Table of Contents: “… throughput and latency requirements. Guessing Random Additive Noise Decoding (GRAND) is a recently proposed…”
Get full text

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

Table of Contents: “…<p>The algorithm presented in this study addresses the challenge of reconstructing downlink…”
Get full text

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

Table of Contents: “… systems. Geometric distortion caused by coordinate shifting remains a thorny issue for CD algorithms…”
Get full text

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

Table of Contents: “…Decoding EEG signals is crucial for unraveling human brain and advancing brain-computer interfaces…”
Get full text

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

Table of Contents: “… autoregressive models to the diffusion setting. To demonstrate this, we introduce \emph{Autospeculative Decoding…”
Get full text

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

Table of Contents: “…Decoder-only transformers compute the conditional probability of the next token from a sequence…”
Get full text

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

Table of Contents: “…, they introduce $\textit{Compounding Decoding Error}$ (CDE), where discrepancies arise between the true…”
Get full text

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

Table of Contents: “… to decoding algorithms, treating alpha-stable distributions as Gaussian results in significant performance…”
Get full text

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

Table of Contents: “…Decoder-only transformers lead to a step-change in capability of large language models. However…”
Get full text

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

Table of Contents: “… JPDD algorithm has high complexity with quadratic computational costs. To address this, we propose a…”
Get full text

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

Table of Contents: “… division algorithms use an initial approximation of the reciprocal of the divisor and iteratively approach…”
Get full text

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

Table of Contents: “… and short latency with low error rates. Guessing Random Additive Noise Decoding (GRAND) and Ordered…”
Get full text

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

Table of Contents: “…Decoding extracellular recordings is a crucial task in electrophysiology and brain-computer…”
Get full text

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

Table of Contents: “… is attending in noisy environments. Decoding algorithms and experimental paradigm designs are crucial…”
Get full text

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

Table of Contents: “…, and (ii) \textbf{\textit{Hinted Decoding}}, a data-level technique that can re-align the training corpus…”
Get full text

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

Table of Contents: “…, and partitioning algorithms to become deployable onto resource-constrained devices. As the conditions…”
Get full text

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

Table of Contents: “…\}$ as possible. Decoded Quantum Interferometry (DQI) is a quantum algorithm that efficiently returns good…”
Get full text