Resultados de búsqueda - Decoding (algorithm OR algorithmssic)

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

Tabla de Contenidos: “… propose a Gated Recurrent Unit (GRU) based Encoder-Decoder(ED) OR Seq2Seq RNN model (originally introduced…”
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Entropy-Reinforced Planning with Large Language Models for Drug Discovery por Liu, Xuefeng, Tien, Chih-chan, Ding, Peng, Jiang, Songhao, Stevens, Rick L.

Tabla de Contenidos: “… we propose ERP, Entropy-Reinforced Planning for Transformer Decoding, which employs an entropy…”
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Decision-tree decoders for general quantum LDPC codes por Ott, Kai R., Hetényi, Bence, Beverland, Michael E.

Tabla de Contenidos: “…We introduce Decision Tree Decoders (DTDs), which rely only on the sparsity of the binary check…”
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A Parallelization Strategy for GRAND with Optimality Guarantee by Exploiting Error Pattern Tree Representation por Wan, Li, Yin, Huarui, Zhang, Wenyi

Tabla de Contenidos: “… throughput and latency requirements. Guessing Random Additive Noise Decoding (GRAND) is a recently proposed…”
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A novel deep learning based spatial delay feature aware encoder decoder module for enhanced CSI feedback in massive MIMO por Parinitha, Jayashankar, Chigalakkappa, Rangaswamy, Byrappa, N. Shobha

Tabla de Contenidos: “…<p>The algorithm presented in this study addresses the challenge of reconstructing downlink…”
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Toward distortion-aware change detection in realistic scenarios por Zhao, Yitao, Li, Heng-Chao, Liu, Nanqing, Wang, Rui

Tabla de Contenidos: “… systems. Geometric distortion caused by coordinate shifting remains a thorny issue for CD algorithms…”
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EEG decoding with conditional identification information por Sun, Pengfei, De Winne, Jorg, Devos, Paul, Botteldooren, Dick

Tabla de Contenidos: “…Decoding EEG signals is crucial for unraveling human brain and advancing brain-computer interfaces…”
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Diffusion Models are Secretly Exchangeable: Parallelizing DDPMs via Autospeculation por Hu, Hengyuan, Das, Aniket, Sadigh, Dorsa, Anari, Nima

Tabla de Contenidos: “… autoregressive models to the diffusion setting. To demonstrate this, we introduce \emph{Autospeculative Decoding…”
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Transformer-like Inference from Optimal Control por Kudre, Aditya, Chang, Heng-Sheng, Mehta, Prashant G.

Tabla de Contenidos: “…Decoder-only transformers compute the conditional probability of the next token from a sequence…”
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$\textit{Jump Your Steps}$: Optimizing Sampling Schedule of Discrete Diffusion Models por Park, Yong-Hyun, Lai, Chieh-Hsin, Hayakawa, Satoshi, Takida, Yuhta, Mitsufuji, Yuki

Tabla de Contenidos: “…, they introduce $\textit{Compounding Decoding Error}$ (CDE), where discrepancies arise between the true…”
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Error correction in interference-limited wireless systems por Wiame, Charles, Duffy, Ken R., Médard, Muriel

Tabla de Contenidos: “… to decoding algorithms, treating alpha-stable distributions as Gaussian results in significant performance…”
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Spectral Journey: How Transformers Predict the Shortest Path por Cohen, Andrew, Gromov, Andrey, Yang, Kaiyu, Tian, Yuandong

Tabla de Contenidos: “…Decoder-only transformers lead to a step-change in capability of large language models. However…”
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Probabilistic ODMA Receiver with Low-Complexity Algorithm for MIMO Unsourced Random Access por Zhang, Zhentian, Dang, Jian, Zhang, Zaichen

Tabla de Contenidos: “… JPDD algorithm has high complexity with quadratic computational costs. To address this, we propose a…”
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An Energy-Efficient Approximate Posit Multiply-Divide Unit por Thotli, Rishi, Jonnalagadda, Aditya Anirudh, Hulsurkar, Rishabh, Uppugunduru, Anil Kumar, Veeramachaneni, Sreehari, Ahmed, Syed Ershad, Gustafson, John

Tabla de Contenidos: “… division algorithms use an initial approximation of the reciprocal of the divisor and iteratively approach…”
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A 95.5Gb/s 29.6ns worst-case latency ORBGRAND decoder for 6G xURLLC por Condo, Carlo

Tabla de Contenidos: “… and short latency with low error rates. Guessing Random Additive Noise Decoding (GRAND) and Ordered…”
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E-Sort: Empowering End-to-end Neural Network for Multi-channel Spike Sorting with Transfer Learning and Fast Post-processing por Han, Yuntao, Wang, Shiwei

Tabla de Contenidos: “…Decoding extracellular recordings is a crucial task in electrophysiology and brain-computer…”
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AADNet: Exploring EEG Spatiotemporal Information for Fast and Accurate Orientation and Timbre Detection of Auditory Attention Based on A Cue-Masked Paradigm por Shi, Keren, Liu, Xu, Yuan, Xue, Shang, Haijie, Dai, Ruiting, Wang, Hanbin, Fu, Yunfa, Jiang, Ning, He, Jiayuan

Tabla de Contenidos: “… is attending in noisy environments. Decoding algorithms and experimental paradigm designs are crucial…”
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Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training por Zhang, Miaosen, Liu, Yishan, Lin, Shuxia, Yang, Xu, Dai, Qi, Luo, Chong, Jiang, Weihao, Hou, Peng, Zeng, Anxiang, Geng, Xin, Guo, Baining

Tabla de Contenidos: “…, and (ii) \textbf{\textit{Hinted Decoding}}, a data-level technique that can re-align the training corpus…”
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Towards A Flexible Accuracy-Oriented Deep Learning Module Inference Latency Prediction Framework for Adaptive Optimization Algorithms por Shen, Jingran, Tziritas, Nikos, Theodoropoulos, Georgios

Tabla de Contenidos: “…, and partitioning algorithms to become deployable onto resource-constrained devices. As the conditions…”
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On Worst-Case Optimal Polynomial Intersection por Sun, Yihang, Wootters, Mary

Tabla de Contenidos: “…\}$ as possible. Decoded Quantum Interferometry (DQI) is a quantum algorithm that efficiently returns good…”
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