Risultati della ricerca - Decoding (algorithmics OR algorithm)

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

Sommario: “... 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 di Parinitha, Jayashankar, Chigalakkappa, Rangaswamy, Byrappa, N. Shobha

Sommario: “...<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 di 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

Sommario: “... 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 di Meißner, Tobias, Cerbone, Laura Antonia, Russo, Paolo, Nahm, Werner, Hesser, Jürgen

Sommario: “... 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 di Shen, Jingran, Tziritas, Nikos, Theodoropoulos, Georgios

Sommario: “..., and partitioning algorithms to become deployable onto resource-constrained devices. As the conditions...”
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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...”
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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...”
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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...”
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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...”
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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...”
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Improved Hardness of BDD and SVP Under Gap-(S)ETH di Bennett, Huck, Peikert, Chris, Tang, Yi

Sommario: “... 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 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...”
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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...”
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$\textit{Jump Your Steps}$: 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...”
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A Deep-SIC Channel Estimator Scheme in NOMA Network di Majhi, Sumita, Shelke, Kaushal, Mitra, Pinaki

Sommario: “... 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 di Wiame, Charles, Duffy, Ken R., Médard, Muriel

Sommario: “... 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 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...”
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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...”
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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...”
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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...”
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