Risultati della ricerca - decoding (algorithm OR (algorithmics OR algorithmicsics))

Predicting Accurate Lagrangian Multipliers for Mixed Integer Linear Programs di Demelas, Francesco, Roux, Joseph Le, Lacroix, Mathieu, Parmentier, Axel

Sommario: “... giving the best such bound. But these methods generally rely on iterative algorithms resembling gradient...”
Testo

SequencePAR: Understanding Pedestrian Attributes via A Sequence Generation Paradigm di Jin, Jiandong, Wang, Xiao, Lin, Yin, Li, Chenglong, Huang, Lili, Zheng, Aihua, Tang, Jin

Sommario: “...Current pedestrian attribute recognition (PAR) algorithms use multi-label or multi-task learning...”
Testo

Non-Random Data Encodes its Geometric and Topological Dimensions di Zenil, Hector, Abrahão, Felipe S., Ozelim, Luan C. S. M.

Sommario: “... signal is proven to be agnostic vis-à-vis the encoding-decoding scheme, computation model, programming...”
Testo

UIO-LLMs: Unbiased Incremental Optimization for Long-Context LLMs di Li, Wenhao, Lin, Mingbao, Zhong, Yunshan, Yan, Shuicheng, Ji, Rongrong

Sommario: “...-decoder framework where the weights-shared encoder and decoder respectively encapsulate a context segment...”
Testo

ByCAN: Reverse Engineering Controller Area Network (CAN) Messages from Bit to Byte Level di Lin, Xiaojie, Ma, Baihe, Wang, Xu, Yu, Guangsheng, He, Ying, Liu, Ren Ping, Ni, Wei

Sommario: “... the clustering and template matching algorithms to automatically decode the specifications of CAN frames without...”
Testo

A Simple Image Segmentation Framework via In-Context Examples di Liu, Yang, Jing, Chenchen, Li, Hengtao, Zhu, Muzhi, Chen, Hao, Wang, Xinlong, Shen, Chunhua

Sommario: “... Segmentation framework utilizing in-context examples. Our approach leverages a Transformer encoder-decoder...”
Testo

RoboSignature: Robust Signature and Watermarking on Network Attacks di Shaan, Aryaman, Banga, Garvit, Mantri, Raghav

Sommario: “... or identification. The Stable Signature finetunes the decoder of Latent Diffusion Models such that a unique...”
Testo

YUNet: Improved YOLOv11 Network for Skyline Detection di Yang, Gang, Wang, Miao, Zhou, Quan, Li, Jiangchuan

Sommario: “... proposed the YUNet algorithm, which improved the YOLOv11 architecture to segment the sky region and extract...”
Testo

Fault-tolerant logical state construction based on cavity-QED network di Asaoka, Rui, Suzuki, Yasunari, Tokunaga, Yuuki

Sommario: “... parameters is demanding given the current performance of experimental systems, we show that an error-decoding...”
Testo

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

Incremental Measurement of Structural Entropy for Dynamic Graphs di Yang, Runze, Peng, Hao, Liu, Chunyang, Li, Angsheng

Sommario: “..., we need to decode the optimal encoding tree corresponding to the best community partitioning for each...”
Testo

Towards an Automated Framework for Realizing Quantum Computing Solutions di Quetschlich, Nils, Burgholzer, Lukas, Wille, Robert

Sommario: “... for the chosen algorithm, it has to be executed, and the result has to be decoded. To date, each of these tedious...”
Testo

Secure Short-Packet Communications via UAV-Enabled Mobile Relaying: Joint Resource Optimization and 3D Trajectory Design di Mamaghani, Milad Tatar, Zhou, Xiangyun, Yang, Nan, Swindlehurst, A. Lee

Sommario: “...). In this paper, we propose a secure SPC system, where a UAV serves as a mobile decode-and-forward (DF) relay...”
Testo

A Deep Learning Method for Classification of Biophilic Artworks di Kar, Purna, Bird, Jordan J., Xing, Yangang, Sumich, Alexander, Knight, Andrew, Lotfi, Ahmad, van Barthold, Benedict Carpenter

Sommario: “... the deep connection of human beings with nature, we use an artificially intelligent algorithm to recognise...”
Testo

Task-agnostic Decision Transformer for Multi-type Agent Control with Federated Split Training di Wang, Zhiyuan, Chen, Bokui, Qu, Xiaoyang, Hong, Zhenhou, Xiao, Jing, Wang, Jianzong

Sommario: “... federated learning algorithms. To tackle these challenges, we introduce the Federated Split Decision...”
Testo

D-SELD: Dataset-Scalable Exemplar LCA-Decoder di Takaghaj, Sanaz Mahmoodi, Sampson, Jack

Sommario: “... of the human brain and natively mapping Spiking Neural Networks (SNNs). Effective training algorithms for SNNs...”
Testo