Risultati della ricerca - (encoding OR decoding) (Algorithmssssicsics OR (algorithm OR (algorithm OR algorithm)))

Generalized Statistics on Lattices di Kobayashi, Ryohei, Li, Yuyang, Xue, Hanyu, Hsin, Po-Shen, Chen, Yu-An

Sommario: “... phase encodes the desired statistical invariant. The required sequence is generated automatically from...”
Testo

Logarithmic Positional Partition Interval Encoding di Alevizos, Vasileios, Gerolimos, Nikitas, Edralin, Sabrina, Xu, Clark, Simasiku, Akebu, Priniotakis, Georgios, Papakostas, George, Yue, Zongliang

Sommario: “... that support more types of information at the same time. In contrast, compression algorithms have been...”
Testo

SAT Solving for Variants of First-Order Subsumption di Coutelier, Robin, Rath, Jakob, Rawson, Michael, Biere, Armin, Kovács, Laura

Sommario: “... algorithms, first-order subsumption in first-order theorem provers involves NP-complete search queries...”
Testo

Hierarchical Multi-Graphs Learning for Robust Group Re-Identification di Liu, Ruiqi, Liu, Xingyu, Xu, Xiaohao, Zhang, Yixuan, Ge, Yongxin, Weng, Lubin

Sommario: “.... This hierarchical representation, encoded via a Multi-Graphs Neural Network (MGNN), allows us to resolve ambiguities...”
Testo

Fray: An Efficient General-Purpose Concurrency Testing Platform for the JVM (Extended Version) di Li, Ao, Kang, Byeongjee, Vikram, Vasudev, Laybourn, Isabella, Dharanikota, Samvid, Tiwari, Shrey, Padhye, Rohan

Sommario: “... algorithms to search for concurrency bugs, such as partial order sampling (POS); however, fundamental...”
Testo

Doppelgänger Model: Emergence of polarization in opinion dynamics di Campo, Vince, Motsch, Sebastien, Weber, Dylan

Sommario: “... by the algorithmic curation of content by social platforms (the "Filter Bubble") it appears that polarization...”
Testo

Data-Driven Certificate Synthesis di Rickard, Luke, Abate, Alessandro, Margellos, Kostas

Sommario: “... on the certificate to be learned that encode the satisfaction of the associated property. Besides learning a...”
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Salience-Invariant Consistent Policy Learning for Generalization in Visual Reinforcement Learning di Sun, Jingbo, Tu, Songjun, Zhang, Qichao, Chen, Ke, Zhao, Dongbin

Sommario: “... Consistent Policy Learning (SCPL) algorithm, an efficient framework for zero-shot generalization. Our...”
Testo

A Local Dwarf Galaxy Search Using Machine Learning di Zhang, Huanian, Ye, Guangping, Wu, Rongyu, Zaritsky, Dennis

Sommario: “... the features, compare different machine learning algorithms, and find that a 7-class neural network...”
Testo

Abstract Rendering: Computing All that is Seen in Gaussian Splat Scenes di Li, Yangge, Ji, Chenxi, Zhong, Xiangru, Zhang, Huan, Mitra, Sayan

Sommario: “... continuously varying range of camera positions. The resulting abstract image-which encodes an infinite...”
Testo

Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems di Xia, Song, Yu, Yi, Yang, Wenhan, Ding, Meiwen, Chen, Zhuo, Duan, Ling-Yu, Kot, Alex C., Jiang, Xudong

Sommario: “...By locally encoding raw data into intermediate features, collaborative inference enables end users...”
Testo

NodeNAS: Node-Specific Graph Neural Architecture Search for Out-of-Distribution Generalization di Wang, Qiyi, Shao, Yinning, Ma, Yunlong, Liu, Min

Sommario: “... distribution of node degrees under varying assortativity, encoding structure invariant information to guide...”
Testo

Deep Causal Behavioral Policy Learning: Applications to Healthcare di Knecht, Jonas, Zink, Anna, Kolstad, Jonathan, Petersen, Maya

Sommario: “... learning (DC-BPL) - uses deep learning algorithms to learn the distribution of high-dimensional clinical...”
Testo

MTS: A Deep Reinforcement Learning Portfolio Management Framework with Time-Awareness and Short-Selling di Gu, Fengchen, Jiang, Zhengyong, García-Fernández, Ángel F., Stefanidis, Angelos, Su, Jionglong, Li, Huakang

Sommario: “... strategy for sustainable investment performance. This framework utilizes a novel encoder-attention...”
Testo

VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary di Lin, Kevin Qinghong, Shou, Mike Zheng

Sommario: “... encoding algorithm, enabling efficient indexing of specific events (e.g., cutting a tomato) by identifying...”
Testo

Scaling the Automated Discovery of Quantum Circuits via Reinforcement Learning with Gadgets di Olle, Jan, Yevtushenko, Oleg M., Marquardt, Florian

Sommario: “... encoders for Quantum Error Correction. We demonstrate that incorporating gadgets in the form of composite...”
Testo

Inverse RL Scene Dynamics Learning for Nonlinear Predictive Control in Autonomous Vehicles di Grigorescu, Sorin, Zaha, Mihai

Sommario: “... model used by the underlying model predictive controller. We propose to encode the scene dynamics model...”
Testo

Communication-Efficient Cooperative Localization: A Graph Neural Network Approach di Zou, Yinan, Brinton, Christopher G., Tripathi, Vishrant

Sommario: “... for designing an algorithm that has low localization error while simultaneously requiring a much lower...”
Testo

Slow Thinking for Sequential Recommendation di Zhang, Junjie, Zhang, Beichen, Sun, Wenqi, Lu, Hongyu, Zhao, Wayne Xin, Chen, Yu, Wen, Ji-Rong

Sommario: “.... That is, for making recommendations, these methods typically encodes user historical interactions to obtain user...”
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SIO-Mapper: A Framework for Lane-Level HD Map Construction Using Satellite Images and OpenStreetMap with No On-Site Visits di Cho, Younghun, Ryu, Jee-Hwan

Sommario: “... and OpenStreetmap using both Transformer-based and convolution-based encoders. Furthermore, to overcome challenges...”
Testo