Suchergebnisse - decoding (algorithm OR (algorithmics OR (algorithmicsics OR Algorithmsssics)))

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

Inhaltsangabe: “… vectors via an efficient algorithm inspired by sphere decoding (SD). For optimizing the discrete RIS …”
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Retrieval with Learned Similarities von Ding, Bailu, Zhai, Jiaqi

Inhaltsangabe: “… (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 von Jiang, Jing, Wen, Cailin, Cheng, Minquan

Inhaltsangabe: “… ), binary strongly-separable codes (SSCs) and binary secure code with list decoding (SCLDs). Then codes …”
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Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning von Deng, Wenlong, Ren, Yi, Li, Yushu, Gong, Boying, Sutherland, Danica J., Li, Xiaoxiao, Thrampoulidis, Christos

Inhaltsangabe: “… with positive THR value and weakening negative ones, our algorithm improves greedy-decoding accuracy, favoring …”
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Learning to Decode in Parallel: Self-Coordinating Neural Network for Real-Time Quantum Error Correction von 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

Inhaltsangabe: “… 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 von Mishra, Samir Kumar, Katyal, Digvijay, Ganapathi, Sarvesha Anegundi

Inhaltsangabe: “… 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 von Qin, Lang, Yan, Rui, Tang, Huajin

Inhaltsangabe: “… . 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 von Hansen, Nicklas, Su, Hao, Wang, Xiaolong

Inhaltsangabe: “… 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 von Pereira, Joao, Chalatsis, Dimitrios, Hodossy, Balint, Farina, Dario

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

Inhaltsangabe: “… 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 von Wodzinski, Marek, Müller, Henning

Inhaltsangabe: “… 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 von Mishra, Rajesh, Jafar, Syed, Vishwanath, Sriram, Kim, Hyeji

Inhaltsangabe: “… 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 von Zhang, Zhuohui, He, Bin, Cheng, Bin, Li, Gang

Inhaltsangabe: “… 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 von Son, Bui Duc, Khanh, Ngo Nam, Van Chien, Trinh, Kim, Dong In

Inhaltsangabe: “… 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 von Chen, Yuan, Khaliq, Abdul, Furati, Khaled M.

Inhaltsangabe: “… -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 von Chen, Siyuan, Jia, Zhipeng, Khan, Samira, Krishnamurthy, Arvind, Gibbons, Phillip B.

Inhaltsangabe: “… 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 von Conzelmann, Alexander, Bamler, Robert

Inhaltsangabe: “… , 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 von Chen, Jingyi, Zhang, Xinyuan, Qian, Xinwu

Inhaltsangabe: “… 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 von Fan, Zhiwei, Wang, Tiangang, Huang, Kexin, Ying, Binwu, Zhou, Xiaobo

Inhaltsangabe: “… 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 von Sugiyama, Kosuke, Uchida, Masato

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