Suchergebnisse - Decoding (algorithm OR (algorithmics OR algorithmicsics))

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

Inhaltsangabe: “… 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 von Parinitha, Jayashankar, Chigalakkappa, Rangaswamy, Byrappa, N. Shobha

Inhaltsangabe: “… <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 von 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

Inhaltsangabe: “… 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 von Meißner, Tobias, Cerbone, Laura Antonia, Russo, Paolo, Nahm, Werner, Hesser, Jürgen

Inhaltsangabe: “… 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 von Shen, Jingran, Tziritas, Nikos, Theodoropoulos, Georgios

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

Inhaltsangabe: “… \}$ 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 von Zhao, Yitao, Li, Heng-Chao, Liu, Nanqing, Wang, Rui

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

Inhaltsangabe: “… 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 von Hu, Hengyuan, Das, Aniket, Sadigh, Dorsa, Anari, Nima

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

Inhaltsangabe: “… 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 von Bennett, Huck, Peikert, Chris, Tang, Yi

Inhaltsangabe: “… 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 von Thotli, Rishi, Jonnalagadda, Aditya Anirudh, Hulsurkar, Rishabh, Uppugunduru, Anil Kumar, Veeramachaneni, Sreehari, Ahmed, Syed Ershad, Gustafson, John

Inhaltsangabe: “… 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 von Bhutani, Nancy, Pachal, Soumen, Achar, Avinash

Inhaltsangabe: “… 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 von Park, Yong-Hyun, Lai, Chieh-Hsin, Hayakawa, Satoshi, Takida, Yuhta, Mitsufuji, Yuki

Inhaltsangabe: “… , 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 von Majhi, Sumita, Shelke, Kaushal, Mitra, Pinaki

Inhaltsangabe: “… 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 von Wiame, Charles, Duffy, Ken R., Médard, Muriel

Inhaltsangabe: “… 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 von Cohen, Andrew, Gromov, Andrey, Yang, Kaiyu, Tian, Yuandong

Inhaltsangabe: “… 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 von Zhang, Zhentian, Dang, Jian, Zhang, Zaichen

Inhaltsangabe: “… 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 von Condo, Carlo

Inhaltsangabe: “… 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 von Han, Yuntao, Wang, Shiwei

Inhaltsangabe: “… Decoding extracellular recordings is a crucial task in electrophysiology and brain-computer …”
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