Resultados de búsqueda - Decoding (algorithm OR (algorithmics OR algorithmsssics))

A Preliminary Study on the Promises and Challenges of Native Top-$k$ Sparse Attention por Xiu, Di, Tang, Hongyin, Rong, Bolin, Yan, Lizhi, Wang, Jingang, Lu, Yifan, Cai, Xunliang

Tabla de Contenidos: “… and training phases. First, we validate the effectiveness of exact Top-$k$ Decoding through extensive…”
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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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Passenger hazard perception based on EEG signals for highly automated driving vehicles por Tan, Ashton Yu Xuan, Yang, Yingkai, Zhang, Xiaofei, Li, Bowen, Gao, Xiaorong, Zheng, Sifa, Wang, Jianqiang, Gu, Xinyu, Li, Jun, Zhao, Yang, Zhang, Yuxin, Stathaki, Tania

Tabla de Contenidos: “… EEG Decoding Strategy (PEDS). Central to PEDS is a novel Convolutional Recurrent Neural Network (CRNN…”
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Assessment of the Axial Resolution of a Compact Gamma Camera with Coded Aperture Collimator por Meißner, Tobias, Cerbone, Laura Antonia, Russo, Paolo, Nahm, Werner, Hesser, Jürgen

Tabla de Contenidos: “… along the z-axis of the stack. Two reconstruction methods were compared: MURA Decoding and a 3D maximum…”
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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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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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Improved Hardness of BDD and SVP Under Gap-(S)ETH por Bennett, Huck, Peikert, Chris, Tang, Yi

Tabla de Contenidos: “… Distance Decoding to within an $α$ factor of the minimum distance ($\mathrm{BDD}_{p, α…”
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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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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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$\textit{Jump Your Steps}$: 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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A Deep-SIC Channel Estimator Scheme in NOMA Network por Majhi, Sumita, Shelke, Kaushal, Mitra, Pinaki

Tabla de Contenidos: “… Decoded Data (PDD), a byproduct of successive interference cancellation (SIC) in NOMA, as a feedback…”
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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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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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