Search Results - (coding OR decoding) ((algorithmics OR Algorithmssics) OR (algorithm OR (algorithm OR algorithm)))

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

Table of Contents: “… datasets. However, a major challenge arises as users often do not need all the clusterings that algorithms…”
Get full text

Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning by Xie, Yuxi, Goyal, Anirudh, Zheng, Wenyue, Kan, Min-Yen, Lillicrap, Timothy P., Kawaguchi, Kenji, Shieh, Michael

Table of Contents: “…, continually updating the quality assessment of newly generated data. The proposed algorithm employs Direct…”
Get full text

Type2Branch: Keystroke Biometrics based on a Dual-branch Architecture with Attention Mechanisms and Set2set Loss by González, Nahuel, Stragapede, Giuseppe, Vera-Rodriguez, Rubén, Tolosana, Rubén

Table of Contents: “… systems of such scale. %, including considerations of algorithmic fairness. This article describes Type2…”
Get full text

RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation by Li, Heng, Li, Haojin, Chen, Jianyu, Ou, Mingyang, Shu, Hai, Miao, Heng

Table of Contents: “… Single-source Domain Generalization algorithm (RaffeSDG), which promises robust out-of-domain inference…”
Get full text

Updating Windows Malware Detectors: Balancing Robustness and Regression against Adversarial EXEmples by Kozak, Matous, Demetrio, Luca, Trizna, Dmitrijs, Roli, Fabio

Table of Contents: “… code, along with the dataset of adversarial EXEmples based on state-of-the-art perturbation algorithms. …”
Get full text

RepVGG-GELAN: Enhanced GELAN with VGG-STYLE ConvNets for Brain Tumour Detection by Balakrishnan, Thennarasi, Sengar, Sandeep Singh

Table of Contents: “…Object detection algorithms particularly those based on YOLO have demonstrated remarkable…”
Get full text

Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior by Wang, Ce, Sun, Wanjie

Table of Contents: “… resolution. Large scale factor super-resolution (SR) algorithms are vital for maximizing the utilization…”
Get full text

RLHF Workflow: From Reward Modeling to Online RLHF by Dong, Hanze, Xiong, Wei, Pang, Bo, Wang, Haoxiang, Zhao, Han, Zhou, Yingbo, Jiang, Nan, Sahoo, Doyen, Xiong, Caiming, Zhang, Tong

Table of Contents: “… preference model to approximate human feedback. Then, we discuss the theoretical insights and algorithmic…”
Get full text

Robust Deep Reinforcement Learning with Adaptive Adversarial Perturbations in Action Space by Liu, Qianmei, Kuang, Yufei, Wang, Jie

Table of Contents: “…Deep reinforcement learning (DRL) algorithms can suffer from modeling errors between the simulation…”
Get full text

Cumulant-based approximation for fast and efficient prediction for species distribution by Komori, Osamu, Saigusa, Yusuke, Eguchi, Shinto, Kubota, Yasuhiro

Table of Contents: “… of $γ$-divergence. Additionally, we introduce a sequential estimating algorithm with an $L_1$ penalty…”
Get full text

Towards Realistic Long-tailed Semi-supervised Learning in an Open World by He, Yuanpeng, Li, Lijian

Table of Contents: “…. However, existing OLSSL algorithms generally assume that the distributions between known and novel…”
Get full text

Going Beyond the MHD Approximation: Physics-Based Numerical Solution of the CGL Equations by Bhoriya, Deepak, Balsara, Dinshaw S., Florinski, Vladimir, Kumar, Harish

Table of Contents: “… leads to zero anisotropy in the limit of very large plasma beta. Numerical codes based on the CGL…”
Get full text

Federated Learning with Bilateral Curation for Partially Class-Disjoint Data by Fan, Ziqing, Zhang, Ruipeng, Yao, Jiangchao, Han, Bo, Zhang, Ya, Wang, Yanfeng

Table of Contents: “… of federated algorithms. Without full classes, the local objective will contradict the global objective…”
Get full text

LInK: Learning Joint Representations of Design and Performance Spaces through Contrastive Learning for Mechanism Synthesis by Nobari, Amin Heyrani, Srivastava, Akash, Gutfreund, Dan, Xu, Kai, Ahmed, Faez

Table of Contents: “… precision through the warm start of a hierarchical unconstrained nonlinear optimization algorithm, combining…”
Get full text

Causal prompting model-based offline reinforcement learning by Yu, Xuehui, Guan, Yi, Shen, Rujia, Li, Xin, Tang, Chen, Jiang, Jingchi

Table of Contents: “…, outperforming contemporary algorithms. Additionally, we separately verify the contributions of Hip-BCPDs…”
Get full text

Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation by Liu, Yaohua, Gao, Jiaxin, Liu, Xuan, Jiao, Xianghao, Fan, Xin, Liu, Risheng

Table of Contents: “… overhead simultaneously. Meanwhile, we conduct detailed algorithmic analysis and provide convergence…”
Get full text

Searching Priors Makes Text-to-Video Synthesis Better by Cheng, Haoran, Peng, Liang, Xia, Linxuan, Hu, Yuepeng, Li, Hengjia, Lu, Qinglin, He, Xiaofei, Wu, Boxi

Table of Contents: “… search algorithm that emphasizes object motion features. (ii) Retrieved videos are processed…”
Get full text

GFPack++: Improving 2D Irregular Packing by Learning Gradient Field with Attention by Xue, Tianyang, Lu, Lin, Liu, Yang, Wu, Mingdong, Dong, Hao, Zhang, Yanbin, Han, Renmin, Chen, Baoquan

Table of Contents: “…, such as material utilization and texture atlas generation. This NP-hard problem requires efficient algorithms…”
Get full text

Pre-Trained Vision-Language Models as Partial Annotators by Wang, Qian-Wei, Xie, Yuqiu, Zhang, Letian, Liu, Zimo, Xia, Shu-Tao

Table of Contents: “… partial label dataset, and design a collaborative consistency regularization algorithm to solve…”
Get full text

Lifelong Robot Library Learning: Bootstrapping Composable and Generalizable Skills for Embodied Control with Language Models by Tziafas, Georgios, Kasaei, Hamidreza

Table of Contents: “…, most recently by generating robot policy code that utilizes a custom library of vision and control…”
Get full text