Résultats de la recherche - decoding ((algorithm OR Algorithmsssic) OR algorithmics)

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

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

Table des matières: “… (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 par Jiang, Jing, Wen, Cailin, Cheng, Minquan

Table des matières: “…), 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 par Deng, Wenlong, Ren, Yi, Li, Yushu, Gong, Boying, Sutherland, Danica J., Li, Xiaoxiao, Thrampoulidis, Christos

Table des matières: “… 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 par 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

Table des matières: “… 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 par Mishra, Samir Kumar, Katyal, Digvijay, Ganapathi, Sarvesha Anegundi

Table des matières: “…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 par Qin, Lang, Yan, Rui, Tang, Huajin

Table des matières: “…. 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 par Hansen, Nicklas, Su, Hao, Wang, Xiaolong

Table des matières: “…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 par Pereira, Joao, Chalatsis, Dimitrios, Hodossy, Balint, Farina, Dario

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

Table des matières: “…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 par Wodzinski, Marek, Müller, Henning

Table des matières: “… 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 par Mishra, Rajesh, Jafar, Syed, Vishwanath, Sriram, Kim, Hyeji

Table des matières: “… 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 par Zhang, Zhuohui, He, Bin, Cheng, Bin, Li, Gang

Table des matières: “… 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 par Son, Bui Duc, Khanh, Ngo Nam, Van Chien, Trinh, Kim, Dong In

Table des matières: “… 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 par Chen, Yuan, Khaliq, Abdul, Furati, Khaled M.

Table des matières: “…-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 par Chen, Siyuan, Jia, Zhipeng, Khan, Samira, Krishnamurthy, Arvind, Gibbons, Phillip B.

Table des matières: “… 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 par Conzelmann, Alexander, Bamler, Robert

Table des matières: “…, 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 par Chen, Jingyi, Zhang, Xinyuan, Qian, Xinwu

Table des matières: “… 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 par Fan, Zhiwei, Wang, Tiangang, Huang, Kexin, Ying, Binwu, Zhou, Xiaobo

Table des matières: “… 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 par Sugiyama, Kosuke, Uchida, Masato

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