Risultati della ricerca - decoding (algorithm OR (algorithmics OR (algorithmicsics OR algorithmssssics)))

Joint Discrete Precoding and RIS Optimization for RIS-Assisted MU-MIMO Communication Systems di Ramezani, Parisa, Khorsandmanesh, Yasaman, Björnson, Emil

Sommario: “... vectors via an efficient algorithm inspired by sphere decoding (SD). For optimizing the discrete RIS...”
Testo

Retrieval with Learned Similarities di Ding, Bailu, Zhai, Jiaqi

Sommario: “... (MIPS) algorithms for efficient retrieval. However, state-of-the-art retrieval algorithms have migrated...”
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On Anti-collusion Codes for Averaging Attack in Multimedia Fingerprinting di Jiang, Jing, Wen, Cailin, Cheng, Minquan

Sommario: “...), binary strongly-separable codes (SSCs) and binary secure code with list decoding (SCLDs). Then codes...”
Testo

Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning di Deng, Wenlong, Ren, Yi, Li, Yushu, Gong, Boying, Sutherland, Danica J., Li, Xiaoxiao, Thrampoulidis, Christos

Sommario: “... with positive THR value and weakening negative ones, our algorithm improves greedy-decoding accuracy, favoring...”
Testo

Learning to Decode in Parallel: Self-Coordinating Neural Network for Real-Time Quantum Error Correction di Zhang, Kai, Yi, Zhengzhong, Guo, Shaojun, Kong, Linghang, Wang, Situ, Zhan, Xiaoyu, He, Tan, Lin, Weiping, Jiang, Tao, Gao, Dongxin, Zhang, Yiming, Liu, Fangming, Zhang, Fang, Ji, Zhengfeng, Chen, Fusheng, Chen, Jianxin

Sommario: “... than traditional human-designed decoding algorithms. However, existing implementations of neural...”
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A Modified Q-Learning Algorithm for Rate-Profiling of Polarization Adjusted Convolutional (PAC) Codes di Mishra, Samir Kumar, Katyal, Digvijay, Ganapathi, Sarvesha Anegundi

Sommario: “...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 di Qin, Lang, Yan, Rui, Tang, Huajin

Sommario: “.... 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 di Hansen, Nicklas, Su, Hao, Wang, Xiaolong

Sommario: “...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 di Pereira, Joao, Chalatsis, Dimitrios, Hodossy, Balint, Farina, Dario

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

Sommario: “...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 di Wodzinski, Marek, Müller, Henning

Sommario: “... 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 di Mishra, Rajesh, Jafar, Syed, Vishwanath, Sriram, Kim, Hyeji

Sommario: “... 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 di Zhang, Zhuohui, He, Bin, Cheng, Bin, Li, Gang

Sommario: “... reinforcement learning (MARL) algorithm. TGCNet learns the topological structure of a dynamic directed graph...”
Testo

Adversarial Attacks Against Double RIS-Assisted MIMO Systems-based Autoencoder in Finite-Scattering Environments di Son, Bui Duc, Khanh, Ngo Nam, Van Chien, Trinh, Kim, Dong In

Sommario: “... autoencoder, where an adversary employs encoded and decoded datasets to create adversarial perturbation...”
Testo

Quantum Recurrent Neural Networks with Encoder-Decoder for Time-Dependent Partial Differential Equations di Chen, Yuan, Khaliq, Abdul, Furati, Khaled M.

Sommario: “...-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 di Chen, Siyuan, Jia, Zhipeng, Khan, Samira, Krishnamurthy, Arvind, Gibbons, Phillip B.

Sommario: “... 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 di Conzelmann, Alexander, Bamler, Robert

Sommario: “..., 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 di Chen, Jingyi, Zhang, Xinyuan, Qian, Xinwu

Sommario: “... 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 di Fan, Zhiwei, Wang, Tiangang, Huang, Kexin, Ying, Binwu, Zhou, Xiaobo

Sommario: “... 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 di Sugiyama, Kosuke, Uchida, Masato

Sommario: “..., and the model construction to a decoding process. By leveraging finite blocklength analysis, we derive lower...”
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