Search Results - Decoding (algorithm OR algorithmics)

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

Table of Contents: “… 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 by Parinitha, Jayashankar, Chigalakkappa, Rangaswamy, Byrappa, N. Shobha

Table of Contents: “…<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 by 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

Table of Contents: “… 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 by Meißner, Tobias, Cerbone, Laura Antonia, Russo, Paolo, Nahm, Werner, Hesser, Jürgen

Table of Contents: “… 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 by Shen, Jingran, Tziritas, Nikos, Theodoropoulos, Georgios

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

Table of Contents: “… 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 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…”
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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…”
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$\textit{Jump Your Steps}$: 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…”
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A Deep-SIC Channel Estimator Scheme in NOMA Network by Majhi, Sumita, Shelke, Kaushal, Mitra, Pinaki

Table of Contents: “… 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 by Wiame, Charles, Duffy, Ken R., Médard, Muriel

Table of Contents: “… 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 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…”
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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…”
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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…”
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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…”
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