Risultati della ricerca - (coding OR decoding) (algorithm OR (Algorithmssssic OR Algorithmssssic))

Rethinking Metrics and Benchmarks of Video Anomaly Detection di Liu, Zihao, Wu, Xiaoyu, Li, Wenna, Yang, Linlin, Wang, Shengjin

Sommario: “... the capability to evaluate scene overfitting of fully/weakly-supervised algorithms. To address these limitations...”
Testo

Extremum Flow Matching for Offline Goal Conditioned Reinforcement Learning di Rouxel, Quentin, Donoso, Clemente, Chen, Fei, Ivaldi, Serena, Mouret, Jean-Baptiste

Sommario: “... imitation and reinforcement learning algorithms based on Flow Matching, where policies are conditioned...”
Testo

Efficient Deconvolution in Populational Inverse Problems di Vadeboncoeur, Arnaud, Girolami, Mark, Stuart, Andrew M.

Sommario: “... observational noise. This coupled problem is addressed with a modified gradient descent algorithm that leverages...”
Testo

Mass-Zero constrained molecular dynamics for electrostatic interactions di Troni, Federica, Grassano, Davide, Narayan, Jayashree, Roux, Benoît, Bonella, Sara

Sommario: “... and scalable coding of real-space approaches to solve the Poisson equation on a grid is an active field...”
Testo

Beyond Markovian: Reflective Exploration via Bayes-Adaptive RL for LLM Reasoning di Zhang, Shenao, Wang, Yaqing, Liu, Yinxiao, Liu, Tianqi, Grabowski, Peter, Ie, Eugene, Wang, Zhaoran, Li, Yunxuan

Sommario: “... incentivize information-gathering actions and induce self-reflection behaviors. Our resulting algorithm, BARL...”
Testo

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning di Chen, Mengmeng, Wu, Xiaohu, Liu, Qiqi, He, Tiantian, Ong, Yew-Soon, Jin, Yaochu, Lao, Qicheng, Yu, Han

Sommario: “...-HVVS, which decomposes the design space into Voronoi grids and deploys a genetic algorithm (GA...”
Testo

Semi-supervised Clustering Through Representation Learning of Large-scale EHR Data di Wang, Linshanshan, Li, Mengyan, Xia, Zongqi, Liu, Molei, Cai, Tianxi

Sommario: “... employs a Poisson-Adapted Latent factor Mixture (PALM) Model with pre-trained code embeddings...”
Testo

Do you see what I see? An Ambiguous Optical Illusion Dataset exposing limitations of Explainable AI di Newen, Carina, Hinkamp, Luca, Ntonti, Maria, Müller, Emmanuel

Sommario: “... of machine learning algorithms, particularly in safety-critical domains such as autonomous driving or medical...”
Testo

A*-Thought: Efficient Reasoning via Bidirectional Compression for Low-Resource Settings di Xu, Xiaoang, Wang, Shuo, Han, Xu, Liu, Zhenghao, Wu, Huijia, Li, Peipei, Liu, Zhiyuan, Sun, Maosong, He, Zhaofeng

Sommario: “...* search algorithm with a cost function specific to the reasoning path, it can efficiently compress...”
Testo

Rapid and accurate numerical evolution of linear cosmological perturbations with non-cold relics di Lee, Nanoom, Bernal, José Luis, Günther, Sven, Ji, Lingyuan, Kamionkowski, Marc

Sommario: “... develop efficient algorithms for evaluating these convolutions using non-uniform fast Fourier transforms...”
Testo

MISLEADER: Defending against Model Extraction with Ensembles of Distilled Models di Cheng, Xueqi, Zheng, Minxing, Zhu, Shixiang, Dong, Yushun

Sommario: “... algorithm and derive theoretical error bounds to characterize defense effectiveness. Extensive experiments...”
Testo

BPO: Revisiting Preference Modeling in Direct Preference Optimization di Sun, Lin, Liu, Chuang, Liu, Peng, Li, Bingyang, Lu, Weijia, Wu, Ning

Sommario: “...%) on the same model. Remarkably, our algorithm requires only a single line of code modification, making...”
Testo

Through-the-Wall Radar Human Activity Recognition WITHOUT Using Neural Networks di Gao, Weicheng

Sommario: “... algorithm to obtain the recognition results. The effectiveness of the proposed method is demonstrated...”
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A Modular Haptic Display with Reconfigurable Signals for Personalized Information Transfer di Valdivia, Antonio Alvarez, Christie, Benjamin A., Losey, Dylan P., Blumenschein, Laura H.

Sommario: “...-theoretic algorithm to personalize feedback for different users and tasks. Our platform features modular...”
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Semantics-aware Predictive Inspection Path Planning di Dharmadhikari, Mihir, Alexis, Kostas

Sommario: “... contribute an algorithm that identifies spatially repeating patterns of semantics - exact or inexact - in a...”
Testo

Human-assisted Robotic Policy Refinement via Action Preference Optimization di Xia, Wenke, Yang, Yichu, Wu, Hongtao, Ma, Xiao, Kong, Tao, Hu, Di

Sommario: “... an adaptive reweighting algorithm with binary desirability signals derived from interaction, empowering VLA...”
Testo

Learned Off-Grid Imager for Low-Altitude Economy with Cooperative ISAC Network di Huang, Yixuan, Yang, Jie, Xia, Shuqiang, Wen, Chao-Kai, Jin, Shi

Sommario: “...-altitude surveillance framework. The proposed physicsembedded learning algorithm achieves a 97.55...”
Testo

Context-aware TFL: A Universal Context-aware Contrastive Learning Framework for Temporal Forgery Localization di Yin, Qilin, Lu, Wei, Luo, Xiangyang, Cao, Xiaochun

Sommario: “... coding is introduced to further push the limit of instant feature distinguishability between genuine...”
Testo

LLM-as-a-qualitative-judge: automating error analysis in natural language generation di Chirkova, Nadezhda, Ajayi, Tunde Oluwaseyi, Aycock, Seth, Mujahid, Zain Muhammad, Perlić, Vladana, Borisova, Ekaterina, Vartampetian, Markarit

Sommario: “... algorithm. We also introduce a strategy for evaluating the proposed approach, coupled with ~300 annotations...”
Testo

Symmetric quantum states: a review of recent progress di Marconi, Carlo, Müller-Rigat, Guillem, Romero-Pallejà, Jordi, Tura, Jordi, Sanpera, Anna

Sommario: “... metrology, highlight their use in quantum error correction codes, and examine their contribution...”
Testo