Risultati della ricerca - encoding (Algorithmssssics OR (algorithm OR (algorithm OR algorithm)))

Semi-supervised permutation invariant particle-level anomaly detection di Matos, Gabriel, Busch, Elena, Park, Ki Ryeong, Gonski, Julia

Sommario: “..., the typical machine learning (ML) algorithms employed for this task require fixed length and ordered inputs...”
Testo

Tokenization as Finite-State Transduction di Cognetta, Marco, Okazaki, Naoaki

Sommario: “... framework which can efficiently encode all possible tokenizations of a regular language. We...”
Testo

Attention-Driven Metapath Encoding in Heterogeneous Graphs di Katyal, Calder

Sommario: “... is the first attempt to incorporate attention into the process of encoding entire metapaths without dropping...”
Testo

TIMRL: A Novel Meta-Reinforcement Learning Framework for Non-Stationary and Multi-Task Environments di Qi, Chenyang, Li, Huiping, Huang, Panfeng

Sommario: “...In recent years, meta-reinforcement learning (meta-RL) algorithm has been proposed to improve...”
Testo

Small Decision Trees for MDPs with Deductive Synthesis di Andriushchenko, Roman, Češka, Milan, Junges, Sebastian, Macák, Filip

Sommario: “... for every state in that process an advised action. Classical algorithms can efficiently compute policies...”
Testo

A Bio-mimetic Neuromorphic Model for Heat-evoked Nociceptive Withdrawal Reflex in Upper Limb di Wang, Fengyi, Olvera, J. Rogelio Guadarrama, Thako, Nitish, Cheng, Gordon

Sommario: “... present a neuromorphic spiking network for heat-evoked NWR by mimicking the structure and encoding scheme...”
Testo

Online Audio-Visual Autoregressive Speaker Extraction di Pan, Zexu, Wang, Wupeng, Zhao, Shengkui, Zhang, Chong, Zhou, Kun, Ma, Yukun, Ma, Bin

Sommario: “... lightweight autoregressive acoustic encoder to serve as the second cue, to actively explore the information...”
Testo

Singular value transformation for unknown quantum channels di Niwa, Ryotaro, Rossi, Zane Marius, Taranto, Philip, Murao, Mio

Sommario: “... develop a quantum algorithm for transforming its singular values. The spectrum of a quantum channel as a...”
Testo

Quantum-assisted Gaussian process regression using random Fourier features di Galvis-Florez, Cristian A., Farooq, Ahmad, Särkkä, Simo

Sommario: “... algorithm for sparse Gaussian process regression based on the random Fourier feature kernel approximation...”
Testo

Hybrid quantum tensor networks for aeroelastic applications di Hickmann, M. Lautaro, Alves, Pedro, Quero, David, Schwenker, Friedhelm, Rieser, Hans-Martin

Sommario: “... intricate problems in aeroelasticity. We present an end-to-end trainable hybrid algorithm. We first encode...”
Testo

GSVisLoc: Generalizable Visual Localization for Gaussian Splatting Scene Representations di Khatib, Fadi, Moran, Dror, Trostianetsky, Guy, Kasten, Yoni, Galun, Meirav, Basri, Ronen

Sommario: “... are produced by downsampling and encoding the 3D Gaussians while image features are obtained by encoding image...”
Testo

Zero to Autonomy in Real-Time: Online Adaptation of Dynamics in Unstructured Environments di Ward, William, Etter, Sarah, Quattrociocchi, Jesse, Ellis, Christian, Thorpe, Adam J., Topcu, Ufuk

Sommario: “... adaptation that combines function encoders with recursive least squares, treating the function encoder...”
Testo

B-Rep Distance Functions (BR-DF): How to Represent a B-Rep Model by Volumetric Distance Functions? di Zhang, Fuyang, Jayaraman, Pradeep Kumar, Xu, Xiang, Furukawa, Yasutaka

Sommario: “... on volumetric distance functions, dubbed B-Rep Distance Functions (BR-DF). BR-DF encodes the surface mesh...”
Testo

Event-Triggered Distributed Target Tracking via PRIMEX di Xia, Yuxuan, Chang, Kuo-Chu, Qiu, Xueqi, Gao, Lin, Yang, Chaoqun, Yuan, Ting

Sommario: “...PRIMEX (prime-based graph encoding and extraction) is a recently proposed framework for scalable...”
Testo

Geometric Prototype Learning in Quantum Hilbert Space with Matrix Product States di Zhang, Kun, Ding, Lei, Bai, Sheng-Chen, Sun, Jing, Jing, An-Qi, Tang, Min, Ran, Shi-Ju

Sommario: “... in Hilbert space. We introduce a prototype-based learning scheme where class representatives are encoded...”
Testo

Quantum Anomaly Detection with a Spin Processor in Diamond di Zihua Chai, Ying Liu, Mengqi Wang, Yuhang Guo, Fazhan Shi, Zhaokai Li, Ya Wang, Jiangfeng Du

Sommario: “... for many tasks. Quantum machine learning algorithms cannot only deal with the quantum states generated...”
Testo

ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design di You, Haoran, Sun, Zhanyi, Shi, Huihong, Yu, Zhongzhi, Zhao, Yang, Zhang, Yongan, Li, Chaojian, Li, Baopu, Lin, Yingyan Celine

Sommario: “... sparsity (e.g., >=50%). To this end, we propose a dedicated algorithm and accelerator co-design framework...”
Testo

Sparse Transformer for Ultra-sparse Sampled Video Compressive Sensing di Cao, Miao, Zheng, Siming, Wang, Lishun, Chen, Ziyang, Brady, David, Yuan, Xin

Sommario: “...Digital cameras consume ~0.1 microjoule per pixel to capture and encode video, resulting in a power...”
Testo

Multistep Inverse Is Not All You Need di Levine, Alexander, Stone, Peter, Zhang, Amy

Sommario: “... than the dynamics of the raw observations. It is therefore desirable to learn an encoder to map...”
Testo

PA-LOCO: Learning Perturbation-Adaptive Locomotion for Quadruped Robots di Xiao, Zhiyuan, Zhang, Xinyu, Zhou, Xiang, Zhang, Qingrui

Sommario: “... various terrains based on a teacher-student architecture. However, its one-encoder structure...”
Testo