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

Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering di Yao, Jiawei, Qian, Qi, Hu, Juhua

Sommario: “... datasets. However, a major challenge arises as users often do not need all the clusterings that algorithms...”
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Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning di Xie, Yuxi, Goyal, Anirudh, Zheng, Wenyue, Kan, Min-Yen, Lillicrap, Timothy P., Kawaguchi, Kenji, Shieh, Michael

Sommario: “..., continually updating the quality assessment of newly generated data. The proposed algorithm employs Direct...”
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Type2Branch: Keystroke Biometrics based on a Dual-branch Architecture with Attention Mechanisms and Set2set Loss di González, Nahuel, Stragapede, Giuseppe, Vera-Rodriguez, Rubén, Tolosana, Rubén

Sommario: “... systems of such scale. %, including considerations of algorithmic fairness. This article describes Type2...”
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RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation di Li, Heng, Li, Haojin, Chen, Jianyu, Ou, Mingyang, Shu, Hai, Miao, Heng

Sommario: “... Single-source Domain Generalization algorithm (RaffeSDG), which promises robust out-of-domain inference...”
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Updating Windows Malware Detectors: Balancing Robustness and Regression against Adversarial EXEmples di Kozak, Matous, Demetrio, Luca, Trizna, Dmitrijs, Roli, Fabio

Sommario: “... code, along with the dataset of adversarial EXEmples based on state-of-the-art perturbation algorithms. ...”
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RepVGG-GELAN: Enhanced GELAN with VGG-STYLE ConvNets for Brain Tumour Detection di Balakrishnan, Thennarasi, Sengar, Sandeep Singh

Sommario: “...Object detection algorithms particularly those based on YOLO have demonstrated remarkable...”
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Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior di Wang, Ce, Sun, Wanjie

Sommario: “... resolution. Large scale factor super-resolution (SR) algorithms are vital for maximizing the utilization...”
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RLHF Workflow: From Reward Modeling to Online RLHF di Dong, Hanze, Xiong, Wei, Pang, Bo, Wang, Haoxiang, Zhao, Han, Zhou, Yingbo, Jiang, Nan, Sahoo, Doyen, Xiong, Caiming, Zhang, Tong

Sommario: “... preference model to approximate human feedback. Then, we discuss the theoretical insights and algorithmic...”
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Robust Deep Reinforcement Learning with Adaptive Adversarial Perturbations in Action Space di Liu, Qianmei, Kuang, Yufei, Wang, Jie

Sommario: “...Deep reinforcement learning (DRL) algorithms can suffer from modeling errors between the simulation...”
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Cumulant-based approximation for fast and efficient prediction for species distribution di Komori, Osamu, Saigusa, Yusuke, Eguchi, Shinto, Kubota, Yasuhiro

Sommario: “... of $γ$-divergence. Additionally, we introduce a sequential estimating algorithm with an $L_1$ penalty...”
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Towards Realistic Long-tailed Semi-supervised Learning in an Open World di He, Yuanpeng, Li, Lijian

Sommario: “.... However, existing OLSSL algorithms generally assume that the distributions between known and novel...”
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Going Beyond the MHD Approximation: Physics-Based Numerical Solution of the CGL Equations di Bhoriya, Deepak, Balsara, Dinshaw S., Florinski, Vladimir, Kumar, Harish

Sommario: “... leads to zero anisotropy in the limit of very large plasma beta. Numerical codes based on the CGL...”
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Federated Learning with Bilateral Curation for Partially Class-Disjoint Data di Fan, Ziqing, Zhang, Ruipeng, Yao, Jiangchao, Han, Bo, Zhang, Ya, Wang, Yanfeng

Sommario: “... of federated algorithms. Without full classes, the local objective will contradict the global objective...”
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LInK: Learning Joint Representations of Design and Performance Spaces through Contrastive Learning for Mechanism Synthesis di Nobari, Amin Heyrani, Srivastava, Akash, Gutfreund, Dan, Xu, Kai, Ahmed, Faez

Sommario: “... precision through the warm start of a hierarchical unconstrained nonlinear optimization algorithm, combining...”
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Causal prompting model-based offline reinforcement learning di Yu, Xuehui, Guan, Yi, Shen, Rujia, Li, Xin, Tang, Chen, Jiang, Jingchi

Sommario: “..., outperforming contemporary algorithms. Additionally, we separately verify the contributions of Hip-BCPDs...”
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Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation di Liu, Yaohua, Gao, Jiaxin, Liu, Xuan, Jiao, Xianghao, Fan, Xin, Liu, Risheng

Sommario: “... overhead simultaneously. Meanwhile, we conduct detailed algorithmic analysis and provide convergence...”
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Searching Priors Makes Text-to-Video Synthesis Better di Cheng, Haoran, Peng, Liang, Xia, Linxuan, Hu, Yuepeng, Li, Hengjia, Lu, Qinglin, He, Xiaofei, Wu, Boxi

Sommario: “... search algorithm that emphasizes object motion features. (ii) Retrieved videos are processed...”
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GFPack++: Improving 2D Irregular Packing by Learning Gradient Field with Attention di Xue, Tianyang, Lu, Lin, Liu, Yang, Wu, Mingdong, Dong, Hao, Zhang, Yanbin, Han, Renmin, Chen, Baoquan

Sommario: “..., such as material utilization and texture atlas generation. This NP-hard problem requires efficient algorithms...”
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Pre-Trained Vision-Language Models as Partial Annotators di Wang, Qian-Wei, Xie, Yuqiu, Zhang, Letian, Liu, Zimo, Xia, Shu-Tao

Sommario: “... partial label dataset, and design a collaborative consistency regularization algorithm to solve...”
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Lifelong Robot Library Learning: Bootstrapping Composable and Generalizable Skills for Embodied Control with Language Models di Tziafas, Georgios, Kasaei, Hamidreza

Sommario: “..., most recently by generating robot policy code that utilizes a custom library of vision and control...”
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