Suchergebnisse - Decoding (algorithm OR algorithmssics)

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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Entropy-Reinforced Planning with Large Language Models for Drug Discovery von Liu, Xuefeng, Tien, Chih-chan, Ding, Peng, Jiang, Songhao, Stevens, Rick L.

Inhaltsangabe: “… 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 von Ott, Kai R., Hetényi, Bence, Beverland, Michael E.

Inhaltsangabe: “… 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 von Wan, Li, Yin, Huarui, Zhang, Wenyi

Inhaltsangabe: “… 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 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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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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$\textit{Jump Your Steps}$: 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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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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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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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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AADNet: Exploring EEG Spatiotemporal Information for Fast and Accurate Orientation and Timbre Detection of Auditory Attention Based on A Cue-Masked Paradigm von Shi, Keren, Liu, Xu, Yuan, Xue, Shang, Haijie, Dai, Ruiting, Wang, Hanbin, Fu, Yunfa, Jiang, Ning, He, Jiayuan

Inhaltsangabe: “… 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 von Zhang, Miaosen, Liu, Yishan, Lin, Shuxia, Yang, Xu, Dai, Qi, Luo, Chong, Jiang, Weihao, Hou, Peng, Zeng, Anxiang, Geng, Xin, Guo, Baining

Inhaltsangabe: “… , 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 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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