Suchergebnisse - decoding (Algorithmsssicsicics OR (algorithm OR ((algorithm OR algorithm) OR algorithm)))

Real-Time Text Transmission via LLM-Based Entropy Coding over Fixed-Rate Channels von Kunde, Vishnu Teja, Chamberland, Jean-Francois, Narayanan, Krishna R., Ebert, Jamison

Inhaltsangabe: “… depends on the mean and variance of the bit lengths and on the coder's algorithmic latency. This paper …”
Volltext

Improved Explicit Near-Optimal Codes in the High-Noise Regimes von Li, Xin, Mao, Songtao

Inhaltsangabe: “… that achieve near-optimal rates, as well as efficient or even linear-time decoding algorithms. Our …”
Volltext

A New Metric Function for SC-based Polar Decoders: Polarization, Pruning, and Fast Decoders von Moradi, Mohsen, Mahdavifar, Hessam

Inhaltsangabe: “… -based decoding algorithms. We also derive an upper bound, as a function of the polarized channel …”
Volltext

List Decoding Expander-Based Codes via Fast Approximation of Expanding CSPs: I von Jeronimo, Fernando Granha, Singh, Aman

Inhaltsangabe: “… We present near-linear time list decoding algorithms (in the block-length $n$) for expander-based …”
Volltext

Decoding Golay Codes and their Related Lattices: A PAC Code Perspective von Ji, Yujun, Liu, Ling, Lyu, Shanxiang, Chen, Chao, Dai, Tao, Bai, Baoming

Inhaltsangabe: “… result in an efficient parallel list decoding algorithm with near-maximum likelihood performance …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext