Suchergebnisse - encoding (algorithm OR (algorithmics OR (algorithmssics OR Algorithmssicsicsics)))

Reduction of motion artifacts from photoplethysmography signals using learned convolutional sparse coding von Basso, Giulio, Long, Xi, Haakma, Reinder, Vullings, Rik

Inhaltsangabe: “… . We leverage algorithm unfolding to integrate prior knowledge about the PPG structure into a deep …”
Volltext

The Cosmic Dance: Observational Detection of Coherent Spin in Galaxy Clusters von Tang, Xiao-xiao, Wang, Peng, Rong, Yu, cui, Weiguang, Bao, Min

Inhaltsangabe: “… The spin of galaxy clusters encodes key information about their formation, dynamics …”
Volltext

Trace-Based Reconstruction of Quantum Circuit Dataflow in Surface Codes von Trochatos, Theodoros, Kang, Christopher, Wang, Andrew, Chong, Frederic T., Szefer, Jakub

Inhaltsangabe: “… and splitting of encoded qubit patches on a 2D grid. Lattice surgery operations result in space-time patterns …”
Volltext

Collaborative Filtering using Variational Quantum Hopfield Associative Memory von Kermanshahani, Amir, Ardeshir-Larijani, Ebrahim, Saini, Rakesh, Al-Kuwari, Saif

Inhaltsangabe: “… are clustered into multiple unique groups using the K-Means algorithm and converted into polar patterns through …”
Volltext

KRAFT: A Knowledge Graph-Based Framework for Automated Map Conflation von Hashemi, Farnoosh, Lakshmanan, Laks V. S.

Inhaltsangabe: “… information about most entities in the map. (2) They are heuristic algorithmic approaches that are based …”
Volltext

Quantum kernel and HHL-based support vector machines for multi-class classification von Pinheiro, Gabriela, Slabbert, Donovan, Kowada, Luis, Petruccione, Francesco

Inhaltsangabe: “… schemes were implemented. The QSVM involves angle encoding of ten features, two unitary operator blocks …”
Volltext

Joint AoI and Handover Optimization in Space-Air-Ground Integrated Network von Lang, Zifan, Liu, Guixia, Sun, Geng, Li, Jiahui, Wang, Jiacheng, Yuan, Weijie, Niyato, Dusit, Kim, Dong In

Inhaltsangabe: “… transformer encoder (DD3QN-AS) algorithm that incorporates transformer-based temporal feature extraction …”
Volltext

Twisting Signals for Joint Radar-Communications: An OAM Vortex Beam Approach von Lv, Wanghan, Mishra, Kumar Vijay, Hu, Jinsong

Inhaltsangabe: “… orthogonality among different OAM states to encode more degrees of freedom than classical planar beams …”
Volltext

RadarGaussianDet3D: Gaussian Representation-based Real-time 3D Object Detection with 4D Automotive Radars von Xiong, Weiyi, Zhu, Bing, Zheng, Zewei

Inhaltsangabe: “… heavily on pillar encoders for BEV feature extraction, where each point contributes to only a single BEV …”
Volltext

RL Grokking Recipe: How Does RL Unlock and Transfer New Algorithms in LLMs? von Sun, Yiyou, Cao, Yuhan, Huang, Pohao, Bai, Haoyue, Hajishirzi, Hannaneh, Dziri, Nouha, Song, Dawn

Inhaltsangabe: “… strategies, beyond the sharpened skills encoded in their parameters during pre-training or post-training …”
Volltext

ViTs: Teaching Machines to See Time Series Anomalies Like Human Experts von Wang, Zexin, Pei, Changhua, Liu, Yang, Jiang, Hengyue, Zhou, Quan, Si, Haotian, Cui, Hang, Li, Jianhui, Xie, Gaogang, Li, Jingjing, Pei, Dan

Inhaltsangabe: “… one hour to one week, without retraining. Conventional approaches rely on sliding-window encoding …”
Volltext

The Enduring Dominance of Deep Neural Networks: A Critical Analysis of the Fundamental Limitations of Quantum Machine Learning and Spiking Neural Networks von Ishikawa, Takehiro

Inhaltsangabe: “… restricted representational bandwidth, struggling with long-range dependencies and semantic encoding …”
Volltext

AGNES: Adaptive Graph Neural Network and Dynamic Programming Hybrid Framework for Real-Time Nanopore Seed Chaining von Arafat, Jahidul, Poudel, Sanjaya

Inhaltsangabe: “… encode 8-dimensional spatial relationships including gap consistency. Our architecture employs three …”
Volltext

AWSPNet: Attention-based Dual-Tree Wavelet Scattering Prototypical Network for MIMO Radar Target Recognition and Jamming Suppression von Jia, Yizhen, Xiao, Siyao, Jia, Wenkai, Chen, Hui, Wang, Wen-Qin

Inhaltsangabe: “… for simultaneous radar target recognition and jamming suppression. The core of AWSPNet is the encoder …”
Volltext

A Unified Model for Multi-Task Drone Routing in Post-Disaster Road Assessment von Gong, Huatian, Sheu, Jiuh-Biing, Wang, Zheng, Yang, Xiaoguang, Yan, Ran

Inhaltsangabe: “… modern transformer encoder-decoder architecture. A lightweight adapter mechanism further enables …”
Volltext

FlowQ-Net: A Generative Framework for Automated Quantum Circuit Design von Dai, Jun, Rizvi-Martel, Michael, Rabusseau, Guillaume

Inhaltsangabe: “… , sampling them in proportion to a flexible, user-defined reward function that can encode multiple design …”
Volltext

Deep reinforcement learning for optimal trading with partial information von Macrì, Andrea, Jaimungal, Sebastian, Lillo, Fabrizio

Inhaltsangabe: “… . To address this problem, we propose three Deep Deterministic Policy Gradient (DDPG)-based algorithms …”
Volltext

Improving Robustness to Out-of-Distribution States in Imitation Learning via Deep Koopman-Boosted Diffusion Policy von Huang, Dianye, Navab, Nassir, Jiang, Zhongliang

Inhaltsangabe: “… the Deep Koopman-boosted Dual-branch Diffusion Policy (D3P) algorithm. D3P introduces a dual-branch …”
Volltext

Efficient Vector Symbolic Architectures from Histogram Recovery von Deng, Zirui, Raviv, Netanel

Inhaltsangabe: “… problem by using algorithms related to list-decoding, and analyze the resulting noise resilience. Our …”
Volltext

High-Quality Proposal Encoding and Cascade Denoising for Imaginary Supervised Object Detection von Chen, Zhiyuan, Guo, Yuelin, Huang, Zitong, He, Haoyu, Lu, Renhao, Zhang, Weizhe

Inhaltsangabe: “… encoding initializes object queries with image-specific priors from SAM-generated proposals and RoI-pooled …”
Volltext