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

Almost Optimal Time Lower Bound for Approximating Parameterized Clique, CSP, and More, under ETH di Guruswami, Venkatesan, Lin, Bingkai, Ren, Xuandi, Sun, Yican, Wu, Kewen

Sommario: “... function $f:\mathbb{N}\to\mathbb{N}$, no $f(k)\cdot n^{O(1)}$-time algorithm can, on input a $k$-variable...”
Testo

FlexMap Fusion: Georeferencing and Automated Conflation of HD Maps with OpenStreetMap di Leitenstern, Maximilian, Sauerbeck, Florian, Kulmer, Dominik, Betz, Johannes

Sommario: “.... Therefore, more research is necessary to create efficient preprocessing algorithms and advancements...”
Testo

A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution di Yang, Zhixiong, Xia, Jingyuan, Li, Shengxi, Huang, Xinghua, Zhang, Shuanghui, Liu, Zhen, Fu, Yaowen, Liu, Yongxiang

Sommario: “... an unsupervised and pre-training-free learning-based algorithm for solving the BSR problem. DKP can adaptively...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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. ...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo