Résultats de la recherche - decoding ((algorithmsssicsics OR algorithm) OR (algorithm OR (algorithm OR algorithm)))

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

Table des matières: “… depends on the mean and variance of the bit lengths and on the coder's algorithmic latency. This paper…”
Accéder au texte intégral

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

Table des matières: “… that achieve near-optimal rates, as well as efficient or even linear-time decoding algorithms. Our…”
Accéder au texte intégral

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

Table des matières: “…-based decoding algorithms. We also derive an upper bound, as a function of the polarized channel…”
Accéder au texte intégral

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

Table des matières: “…We present near-linear time list decoding algorithms (in the block-length $n$) for expander-based…”
Accéder au texte intégral

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

Table des matières: “… result in an efficient parallel list decoding algorithm with near-maximum likelihood performance…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral