Résultats de la recherche - (coding OR decoding) (algorithm OR (algorithmics OR (algorithmsssics OR algorithmicsics)))

GraphHash: Graph Clustering Enables Parameter Efficiency in Recommender Systems par Wu, Xinyi, Loveland, Donald, Chen, Runjin, Liu, Yozen, Chen, Xin, Neves, Leonardo, Jadbabaie, Ali, Ju, Clark Mingxuan, Shah, Neil, Zhao, Tong

Table des matières: “…-passing, which provides a foundation for our method. By employing fast clustering algorithms, GraphHash…”
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GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural Network par Song, Xianfeng, Zou, Yi, Shi, Zheng, Liu, Zheng

Table des matières: “… the Sinkhorn algorithm to iteratively solve for optimal matching results. Finally, we validate our system using…”
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Tensor hypercontraction for self-consistent vertex corrected GW with static and dynamic screening; applications to molecules and solids with superexchange par Pokhilko, Pavel, Yeh, Chia-Nan, Morales, Miguel A., Zgid, Dominika

Table des matières: “…For molecules and solids, we developed efficient MPI-parallel algorithms for evaluating the second…”
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SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation par Wang, Chengjie, Jiang, Xi, Gao, Bin-Bin, Gan, Zhenye, Liu, Yong, Zheng, Feng, Ma, Lizhuang

Table des matières: “… and pixel-level segmentation)algorithms perform well in academic datasets, their performance is limited…”
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Training-free Heterogeneous Model Merging par Xu, Zhengqi, Zheng, Han, Song, Jie, Sun, Li, Song, Mingli

Table des matières: “…. For width heterogeneity, we propose a novel elastic neuron zipping algorithm that projects the weights from…”
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Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes par Zhou, Duo, Brix, Christopher, Hanasusanto, Grani A, Zhang, Huan

Table des matières: “… the search space and accelerating the BaB algorithm. Our results demonstrate that BICCOS can generate…”
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Toward Sufficient Statistical Power in Algorithmic Bias Assessment: A Test for ABROCA par Borchers, Conrad

Table des matières: “… to reliably test for algorithmic bias using ABROCA, and (3) the statistical power achievable with ABROCA-based…”
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Measuring the intracluster light fraction with machine learning par Canepa, Louisa, Brough, Sarah, Lanusse, Francois, Montes, Mireia, Hatch, Nina

Table des matières: “… and the heavy manual involvement required for the majority of measurement algorithms. Upcoming large imaging…”
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Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders par Luo, Gongxu, Dai, Haoyue, Li, Loka, Gao, Chengqian, Sun, Boyang, Zhang, Kun

Table des matières: “… not necessarily imply causation, as spurious dependencies may arise from latent confounders, such as non-coding…”
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Fray: An Efficient General-Purpose Concurrency Testing Platform for the JVM (Extended Version) par Li, Ao, Kang, Byeongjee, Vikram, Vasudev, Laybourn, Isabella, Dharanikota, Samvid, Tiwari, Shrey, Padhye, Rohan

Table des matières: “… algorithms to search for concurrency bugs, such as partial order sampling (POS); however, fundamental…”
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Auto-Prompting SAM for Weakly Supervised Landslide Extraction par Wang, Jian, Zhang, Xiaokang, Ma, Xianping, Yu, Weikang, Ghamisi, Pedram

Table des matières: “… for SAM prompting, an adaptive prompt generation (APG) algorithm is designed to fully leverage the visual…”
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Complexity in Complexity: Understanding Visual Complexity Through Structure, Color, and Surprise par Sarıtaş, Karahan, Dayan, Peter, Shen, Tingke, Nath, Surabhi S

Table des matières: “…-to-interpret algorithms that employ numerous features or sophisticated deep learning architectures. While…”
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Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion par Liu, Shengyuan, Chen, Zhen, Yang, Qiushi, Yu, Weihao, Dong, Di, Hu, Jiancong, Yuan, Yixuan

Table des matières: “… for dataset expansion, existing endoscopic image generation algorithms failed to accurately generate…”
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MATCNN: Infrared and Visible Image Fusion Method Based on Multi-scale CNN with Attention Transformer par Liu, Jingjing, Zhang, Li, Zeng, Xiaoyang, Liu, Wanquan, Zhang, Jianhua

Table des matières: “… algorithm is developed, leveraging the mask to guide feature extraction through the integration of content…”
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Circular Microalgae-Based Carbon Control for Net Zero par Zocco, Federico, García, Joan, Haddad, Wassim M.

Table des matières: “…), namely, Stable-Baselines3, and then, through the library, we test the performance of eight RL algorithms…”
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SPARK: Safe Protective and Assistive Robot Kit par Sun, Yifan, Chen, Rui, Yun, Kai S., Fang, Yikuan, Jung, Sebin, Li, Feihan, Li, Bowei, Zhao, Weiye, Liu, Changliu

Table des matières: “…-of-the-art safe control algorithms in a modular and composable robot control framework. Users can easily…”
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Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration par Pan, Li, Zhang, Yupei, Yang, Qiushi, Li, Tan, Chen, Zhen

Table des matières: “… the workload of clinicians. However, the inherent sample imbalance among different diseases leads algorithms…”
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Group-Adaptive Threshold Optimization for Robust AI-Generated Text Detection par Jung, Minseok, Panizo, Cynthia Fuertes, Dugan, Liam, R., Yi, Fung, Chen, Pin-Yu, Liang, Paul Pu

Table des matières: “… FairOPT, an algorithm for group-specific threshold optimization for probabilistic AI-text detectors. We…”
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Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment par Li, Cheryl, Xu, Tianyuan, Guo, Yiwen

Table des matières: “…, and explain each unit. A rewind-and-correct mechanism ensures alignment between code statements and task…”
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RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models par Wei, Quan, Yau, Chung-Yiu, Wai, Hoi-To, Zhao, Yang Katie, Kang, Dongyeop, Park, Youngsuk, Hong, Mingyi

Table des matières: “… of weights, activations and KV caches in LLMs, we propose an algorithm named Rotated Straight-Through…”
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