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

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

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

Table of Contents: “… (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 by Jiang, Jing, Wen, Cailin, Cheng, Minquan

Table of Contents: “…), 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 by Deng, Wenlong, Ren, Yi, Li, Yushu, Gong, Boying, Sutherland, Danica J., Li, Xiaoxiao, Thrampoulidis, Christos

Table of Contents: “… 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 by 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 of Contents: “… 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 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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