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

Revisiting LLM Reasoning via Information Bottleneck by Lei, Shiye, Cheng, Zhihao, Jia, Kai, Tao, Dacheng

Table of Contents: “…-training frameworks without additional computational overhead, requiring only a one-line code modification…”
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Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge by Wang, Kang, Qin, Chen, Shi, Zhang, Wang, Haoran, Zhang, Xiwen, Chen, Chen, Ouyang, Cheng, Dai, Chengliang, Mo, Yuanhan, Dai, Chenchen, Kuang, Xutong, Li, Ruizhe, Chen, Xin, Yue, Xiuzheng, Tian, Song, Mora-Rubio, Alejandro, Punithakumar, Kumaradevan, Gong, Shizhan, Dou, Qi, Amirrajab, Sina, Khalil, Yasmina Al, Scannell, Cian M., Fan, Lexiaozi, Yang, Huili, Sun, Xiaowu, van der Geest, Rob, Arega, Tewodros Weldebirhan, Meriaudeau, Fabrice, Özer, Caner, Ranem, Amin, Kalkhof, John, Öksüz, İlkay, Mukhopadhyay, Anirban, Qayyum, Abdul, Mazher, Moona, Niederer, Steven A, Garcia-Cabrera, Carles, Arazo, Eric, Grzeszczyk, Michal K., Płotka, Szymon, Ma, Wanqin, Li, Xiaomeng, Ge, Rongjun, Kou, Yongqing, Chen, Xinrong, Wang, He, Wang, Chengyan, Bai, Wenjia, Wang, Shuo

Table of Contents: “… myocardial segmentation in the presence of motion artifacts. A total of 22 algorithms were submitted…”
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Decentralized Uncertainty-Aware Multi-Agent Collision Avoidance with Model Predictive Path Integral by Dergachev, Stepan, Yakovlev, Konstantin

Table of Contents: “… maintaining safety guarantees. We validate our algorithm through extensive simulations with differential-drive…”
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Exascale Implicit Kinetic Plasma Simulations on El~Capitan for Solving the Micro-Macro Coupling in Magnetospheric Physics by Markidis, Stefano, Hu, Andong, Peng, Ivy, Pennati, Luca, Lumsden, Ian, Yokelson, Dewi, Brink, Stephanie, Pearce, Olga, Scogland, Thomas R. W., de Supinski, Bronis R., Delzanno, Gian Luca, Taufer, Michela

Table of Contents: “… reconnection and plasma turbulence. Our algorithmic and technological innovations include GPU-optimized kernels…”
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Joint Lossless Compression and Steganography for Medical Images via Large Language Models by Zheng, Pengcheng, Pu, Xiaorong, Chen, Kecheng, Huang, Jiaxin, Yang, Meng, Feng, Bai, Ren, Yazhou, Jiang, Jianan, Zhang, Chaoning, Yang, Yang, Shen, Heng Tao

Table of Contents: “… compression. During this dual-path stage, we innovatively propose a segmented message steganography algorithm…”
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CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data by Xie, Shifeng, Feofanov, Vasilii, Odonnat, Ambroise, Zan, Lei, Alonso, Marius, Zhang, Jianfeng, Palpanas, Themis, Pan, Lujia, Zhang, Keli, Redko, Ievgen

Table of Contents: “…. To allow for a sample-efficient pre-training of TSFMs, we propose \textsc{CauKer}, a novel algorithm…”
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MOCA-HESP: Meta High-dimensional Bayesian Optimization for Combinatorial and Mixed Spaces via Hyper-ellipsoid Partitioning by Ngo, Lam, Ha, Huong, Chan, Jeffrey, Zhang, Hongyu

Table of Contents: “…{meta-algorithm} such that it can incorporate other combinatorial and mixed BO optimizers to further…”
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Efficient Image Denoising Using Global and Local Circulant Representation by Kong, Zhaoming, Zhang, Jiahuan, Yang, Xiaowei

Table of Contents: “… computationally simple denoising algorithm, termed Haar-tSVD, aiming to explore the nonlocal self-similarity prior…”
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Are All Marine Species Created Equal? Performance Disparities in Underwater Object Detection by Wille, Melanie, Fischer, Tobias, Raine, Scarlett

Table of Contents: “…-performing classes should focus on algorithmic advances, especially within localization modules. We publicly…”
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HiVA: Self-organized Hierarchical Variable Agent via Goal-driven Semantic-Topological Evolution by Tang, Jinzhou, Zhang, Jusheng, Lv, Qinhan, Liu, Sidi, Yang, Jing, Tang, Chengpei, Wang, Keze

Table of Contents: “…) algorithm, which optimizes hybrid semantic-topological spaces using textual gradients as discrete-domain…”
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Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework by Zhang, Tianpei, Zhao, Jufeng, Zhu, Yiming, Cui, Guangmang

Table of Contents: “…^2Fusion achieves superior fusion performance compared with existing algorithms and strategies…”
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veScale: Consistent and Efficient Tensor Programming with Eager-Mode SPMD by Li, Youjie, Wan, Cheng, Lin, Zhiqi, Zhu, Hongyu, Yang, Jiacheng, Song, Ziang, Di, Xinyi, Wu, Jiawei, Shu, Huiyao, Bao, Wenlei, Peng, Yanghua, Lin, Haibin, Chang, Li-Wen

Table of Contents: “… algorithm of distributed Random Number Generation (RNG) compatible with arbitrary sharded operators. veScale…”
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Digital Twins as Funhouse Mirrors: Five Key Distortions by Peng, Tianyi, Gui, George, Brucks, Melanie, Merlau, Daniel J., Fan, Grace Jiarui, Sliman, Malek Ben, Johnson, Eric J., Althenayyan, Abdullah, Bellezza, Silvia, Donati, Dante, Fong, Hortense, Friedman, Elizabeth, Guevara, Ariana, Hussein, Mohamed, Jerath, Kinshuk, Kogut, Bruce, Kumar, Akshit, Lane, Kristen, Li, Hannah, Morwitz, Vicki, Netzer, Oded, Perkowski, Patryk, Toubia, Olivier

Table of Contents: “… spanning 164 diverse outcomes (e.g., attitudes toward hiring algorithms, intentions to share misinformation…”
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U-Mamba2-SSL for Semi-Supervised Tooth and Pulp Segmentation in CBCT by Tan, Zhi Qin, Zhu, Xiatian, Addison, Owen, Li, Yunpeng

Table of Contents: “… expertise and is exceptionally time-consuming, highlighting the critical need for automated algorithms…”
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Efficiently Attacking Memorization Scores by Do, Tue, Chandrasekaran, Varun, Alabi, Daniel

Table of Contents: “… queries in the regime where a trained algorithm is accurate. Our attack (calculating the pseudoinverse…”
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DELM: a Python toolkit for Data Extraction with Language Models by Fithian, Eric, Skobelev, Kirill

Table of Contents: “… pipelines and for quantifying the trade-offs between them. DELM minimizes boilerplate code and offers a…”
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Score-based Greedy Search for Structure Identification of Partially Observed Linear Causal Models by Dong, Xinshuai, Ng, Ignavier, Dai, Haoyue, Sun, Jiaqi, Song, Xiangchen, Spirtes, Peter, Zhang, Kun

Table of Contents: “…), a greedy search algorithm for this class of model with well-defined operators, which search very…”
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Evolving and Executing Research Plans via Double-Loop Multi-Agent Collaboration by Zhang, Zhi, Liu, Yan, Hu, Zhejing, Chen, Gong, Zhong, Sheng-hua, Cao, Jiannong

Table of Contents: “… of professor agents, is responsible for evolving research plans. It employs an evolutionary algorithm through…”
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GCPO: When Contrast Fails, Go Gold by Wu, Hao, Liu, Wei

Table of Contents: “…. However, algorithms such as Group Relative Policy Optimization (GRPO) suffer from a clear drawback…”
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Channel-Aware Vector Quantization for Robust Semantic Communication on Discrete Channels by Meng, Zian, Li, Qiang, Tang, Wenqian, Yan, Mingdie, Ge, Xiaohu

Table of Contents: “… this gap, we propose a channel-aware vector quantization (CAVQ) algorithm within a joint source-channel…”
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