Risultati della ricerca - decoding (algorithm OR Algorithmsssic)

Two Birds with One Stone: Enhancing Uncertainty Quantification and Interpretability with Graph Functional Neural Process di Kong, Lingkai, Sun, Haotian, Zhuang, Yuchen, Wang, Haorui, Mu, Wenhao, Zhang, Chao

Sommario: “... generator serves to decode the graph structure of the rationales from the embedding space for model...”
Testo

CoPAD : Multi-source Trajectory Fusion and Cooperative Trajectory Prediction with Anchor-oriented Decoder in V2X Scenarios di Wu, Kangyu, Qiao, Jiaqi, Zhang, Ya

Sommario: “... on the Hungarian algorithm and Kalman filtering, along with the Past Time Attention (PTA) module, mode attention...”
Testo

OWL: Overcoming Window Length-Dependence in Speculative Decoding for Long-Context Inputs di Lee, Jaeseong, hwang, seung-won, Qiao, Aurick, Oliaro, Gabriele, Wang, Ye, Rajbhandari, Samyam

Sommario: “... hybrid algorithm combining both tree and non-tree decoding methods. We release all code and datasets...”
Testo

SJD++: Improved Speculative Jacobi Decoding for Training-free Acceleration of Discrete Auto-regressive Text-to-Image Generation di Teng, Yao, Jiang, Zhihuan, Shi, Han, Liu, Xian, Ning, Xuefei, Dai, Guohao, Wang, Yu, Li, Zhenguo, Liu, Xihui

Sommario: “... Speculative Jacobi Decoding++ (SJD++), a training-free probabilistic parallel decoding algorithm. Unlike...”
Testo

Neural Digital Twins: Toward Next-Generation Brain-Computer Interfaces di Bina, Mohammad Mahdi Habibi, Baghernezhad, Sepideh, Daliri, Mohammad Reza, Moradi, Mohammad Hassan

Sommario: “... commands, and adaptive tuning of decoding algorithms. The design of NDT draws inspiration from...”
Testo

Privacy in Cloud Computing through Immersion-based Coding di Hayati, Haleh, van de Wouw, Nathan, Murguia, Carlos

Sommario: “... to as the target algorithm) that runs on distorted data and produces distorted utility; and 3) a decoding function...”
Testo

A Sequence Construction of Cyclic Codes over Finite Fields di Ding, Cunsheng

Sommario: “... systems, and consumer electronics, as they have very efficient encoding and decoding algorithms...”
Testo

A Modified Q-Learning Algorithm for Rate-Profiling of Polarization Adjusted Convolutional (PAC) Codes di Mishra, Samir Kumar, Katyal, Digvijay, Ganapathi, Sarvesha Anegundi

Sommario: “...In this paper, we propose a reinforcement learning based algorithm for rate-profile construction...”
Testo

A Low Latency Adaptive Coding Spiking Framework for Deep Reinforcement Learning di Qin, Lang, Yan, Rui, Tang, Huajin

Sommario: “.... In this paper, we use learnable matrix multiplication to encode and decode spikes, improving the flexibility...”
Testo

TD-MPC2: Scalable, Robust World Models for Continuous Control di Hansen, Nicklas, Su, Hao, Wang, Xiaolong

Sommario: “...TD-MPC is a model-based reinforcement learning (RL) algorithm that performs local trajectory...”
Testo

Tackling Electrode Shift In Gesture Recognition with HD-EMG Electrode Subsets di Pereira, Joao, Chalatsis, Dimitrios, Hodossy, Balint, Farina, Dario

Sommario: “...sEMG pattern recognition algorithms have been explored extensively in decoding movement intent, yet...”
Testo

STAT: Shrinking Transformers After Training di Flynn, Megan, Wang, Alexander, Alvarez, Dean Edward, De Sa, Christopher, Damle, Anil

Sommario: “...We present STAT: a simple algorithm to prune transformer models without any fine-tuning. STAT...”
Testo

Patch-Based Encoder-Decoder Architecture for Automatic Transmitted Light to Fluorescence Imaging Transition: Contribution to the LightMyCells Challenge di Wodzinski, Marek, Müller, Henning

Sommario: “... to performing biochemical labeling which is time-consuming and costly. Therefore, an automatic algorithm...”
Testo

Enhancing K-user Interference Alignment for Discrete Constellations via Learning di Mishra, Rajesh, Jafar, Syed, Vishwanath, Sriram, Kim, Hyeji

Sommario: “... a novel deep learning-based approach to design the encoder and decoder functions that aim...”
Testo

Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems di Zhang, Zhuohui, He, Bin, Cheng, Bin, Li, Gang

Sommario: “... reinforcement learning (MARL) algorithm. TGCNet learns the topological structure of a dynamic directed graph...”
Testo

Adversarial Attacks Against Double RIS-Assisted MIMO Systems-based Autoencoder in Finite-Scattering Environments di Son, Bui Duc, Khanh, Ngo Nam, Van Chien, Trinh, Kim, Dong In

Sommario: “... autoencoder, where an adversary employs encoded and decoded datasets to create adversarial perturbation...”
Testo

Quantum Recurrent Neural Networks with Encoder-Decoder for Time-Dependent Partial Differential Equations di Chen, Yuan, Khaliq, Abdul, Furati, Khaled M.

Sommario: “...-decoder framework, integrating Variational Quantum Circuits into Gated Recurrent Units and Long Short-Term...”
Testo

SLOs-Serve: Optimized Serving of Multi-SLO LLMs di Chen, Siyuan, Jia, Zhipeng, Khan, Samira, Krishnamurthy, Arvind, Gibbons, Phillip B.

Sommario: “... decoding. Leveraging this resource planning algorithm, SLOs-Serve effectively supports multi-SLOs and multi...”
Testo

Reducing Storage of Pretrained Neural Networks by Rate-Constrained Quantization and Entropy Coding di Conzelmann, Alexander, Bamler, Robert

Sommario: “..., such as embedded sensors. Compression algorithms that reduce their size can mitigate these problems, provided...”
Testo

Unsupervised Learning for the Elementary Shortest Path Problem di Chen, Jingyi, Zhang, Xinyuan, Qian, Xinwu

Sommario: “... negative-cost cycles and embedding the desired algorithmic alignment. At inference time, a decoding...”
Testo