Search Results - decoding ((algorithm OR (algorithmics OR algorithmics)) OR (algorithmics OR algorithmics))

SAFE: Secure and Accurate Federated Learning for Privacy-Preserving Brain-Computer Interfaces by Jia, Tianwang, Chen, Xiaoqing, Wu, Dongrui

Table of Contents: “… to their efficiency and portability; however, their decoding algorithms still face multiple challenges, including…”
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Improved Quantum Approximate Optimization Algorithm for Low‐Density Parity‐Check Channel Decoding by Han Zeng, Fanxu Meng, Tian Luan, Xutao Yu, Zaichen Zhang

Table of Contents: “… of the Noisy Intermediate‐Scale Quantum era, the introduction of hybrid quantum‐classical algorithms like…”
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Shortened Polar Codes under Automorphism Ensemble Decoding by Pillet, Charles, Sagitov, Ilshat, Bioglio, Valerio, Giard, Pascal

Table of Contents: “…In this paper, we propose a low-latency decoding solution of shortened polar codes based…”
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A Modified Q-Learning Algorithm for Rate-Profiling of Polarization Adjusted Convolutional (PAC) Codes by Mishra, Samir Kumar, Katyal, Digvijay, Ganapathi, Sarvesha Anegundi

Table of Contents: “…In this paper, we propose a reinforcement learning based algorithm for rate-profile construction…”
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A Low Latency Adaptive Coding Spiking Framework for Deep Reinforcement Learning by Qin, Lang, Yan, Rui, Tang, Huajin

Table of Contents: “…. In this paper, we use learnable matrix multiplication to encode and decode spikes, improving the flexibility…”
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TD-MPC2: Scalable, Robust World Models for Continuous Control by Hansen, Nicklas, Su, Hao, Wang, Xiaolong

Table of Contents: “…TD-MPC is a model-based reinforcement learning (RL) algorithm that performs local trajectory…”
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Tackling Electrode Shift In Gesture Recognition with HD-EMG Electrode Subsets by Pereira, Joao, Chalatsis, Dimitrios, Hodossy, Balint, Farina, Dario

Table of Contents: “…sEMG pattern recognition algorithms have been explored extensively in decoding movement intent, yet…”
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STAT: Shrinking Transformers After Training by Flynn, Megan, Wang, Alexander, Alvarez, Dean Edward, De Sa, Christopher, Damle, Anil

Table of Contents: “…We present STAT: a simple algorithm to prune transformer models without any fine-tuning. STAT…”
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Patch-Based Encoder-Decoder Architecture for Automatic Transmitted Light to Fluorescence Imaging Transition: Contribution to the LightMyCells Challenge by Wodzinski, Marek, Müller, Henning

Table of Contents: “… to performing biochemical labeling which is time-consuming and costly. Therefore, an automatic algorithm…”
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Enhancing K-user Interference Alignment for Discrete Constellations via Learning by Mishra, Rajesh, Jafar, Syed, Vishwanath, Sriram, Kim, Hyeji

Table of Contents: “… a novel deep learning-based approach to design the encoder and decoder functions that aim…”
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Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems by Zhang, Zhuohui, He, Bin, Cheng, Bin, Li, Gang

Table of Contents: “… reinforcement learning (MARL) algorithm. TGCNet learns the topological structure of a dynamic directed graph…”
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Adversarial Attacks Against Double RIS-Assisted MIMO Systems-based Autoencoder in Finite-Scattering Environments by Son, Bui Duc, Khanh, Ngo Nam, Van Chien, Trinh, Kim, Dong In

Table of Contents: “… autoencoder, where an adversary employs encoded and decoded datasets to create adversarial perturbation…”
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Quantum Recurrent Neural Networks with Encoder-Decoder for Time-Dependent Partial Differential Equations by Chen, Yuan, Khaliq, Abdul, Furati, Khaled M.

Table of Contents: “…-decoder framework, integrating Variational Quantum Circuits into Gated Recurrent Units and Long Short-Term…”
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SLOs-Serve: Optimized Serving of Multi-SLO LLMs by Chen, Siyuan, Jia, Zhipeng, Khan, Samira, Krishnamurthy, Arvind, Gibbons, Phillip B.

Table of Contents: “… decoding. Leveraging this resource planning algorithm, SLOs-Serve effectively supports multi-SLOs and multi…”
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Reducing Storage of Pretrained Neural Networks by Rate-Constrained Quantization and Entropy Coding by Conzelmann, Alexander, Bamler, Robert

Table of Contents: “…, such as embedded sensors. Compression algorithms that reduce their size can mitigate these problems, provided…”
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Unsupervised Learning for the Elementary Shortest Path Problem by Chen, Jingyi, Zhang, Xinyuan, Qian, Xinwu

Table of Contents: “… negative-cost cycles and embedding the desired algorithmic alignment. At inference time, a decoding…”
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Unleashing the power of computational insights in revealing the complexity of biological systems in the new era of spatial multi-omics by Fan, Zhiwei, Wang, Tiangang, Huang, Kexin, Ying, Binwu, Zhou, Xiaobo

Table of Contents: “… advanced machine learning algorithms and multi-omics integrative modeling can decode complex biological…”
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Supervised Learning as Lossy Compression: Characterizing Generalization and Sample Complexity via Finite Blocklength Analysis by Sugiyama, Kosuke, Uchida, Masato

Table of Contents: “…, and the model construction to a decoding process. By leveraging finite blocklength analysis, we derive lower…”
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Parallelizable Neural Turing Machines by Faria, Gabriel, Junior, Arnaldo Candido

Table of Contents: “… execution. We evaluate the proposed architecture on a synthetic benchmark of algorithmic problems involving…”
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Algorithms of self-synchronizing single-deletion-correcting codes by Choi, Whan-Hyuk

Table of Contents: “… present encoding and decoding algorithms for self-synchronizing single-deletion correcting DNA codes…”
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