Risultati della ricerca - (coding OR decoding) (algorithm OR (algorithmics OR Algorithmsssics))

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

Sommario: “...-passing, which provides a foundation for our method. By employing fast clustering algorithms, GraphHash...”
Testo

GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural Network di Song, Xianfeng, Zou, Yi, Shi, Zheng, Liu, Zheng

Sommario: “... the Sinkhorn algorithm to iteratively solve for optimal matching results. Finally, we validate our system using...”
Testo

Tensor hypercontraction for self-consistent vertex corrected GW with static and dynamic screening; applications to molecules and solids with superexchange di Pokhilko, Pavel, Yeh, Chia-Nan, Morales, Miguel A., Zgid, Dominika

Sommario: “...For molecules and solids, we developed efficient MPI-parallel algorithms for evaluating the second...”
Testo

SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation di Wang, Chengjie, Jiang, Xi, Gao, Bin-Bin, Gan, Zhenye, Liu, Yong, Zheng, Feng, Ma, Lizhuang

Sommario: “... and pixel-level segmentation)algorithms perform well in academic datasets, their performance is limited...”
Testo

Training-free Heterogeneous Model Merging di Xu, Zhengqi, Zheng, Han, Song, Jie, Sun, Li, Song, Mingli

Sommario: “.... For width heterogeneity, we propose a novel elastic neuron zipping algorithm that projects the weights from...”
Testo

Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes di Zhou, Duo, Brix, Christopher, Hanasusanto, Grani A, Zhang, Huan

Sommario: “... the search space and accelerating the BaB algorithm. Our results demonstrate that BICCOS can generate...”
Testo

Toward Sufficient Statistical Power in Algorithmic Bias Assessment: A Test for ABROCA di Borchers, Conrad

Sommario: “... to reliably test for algorithmic bias using ABROCA, and (3) the statistical power achievable with ABROCA-based...”
Testo

Measuring the intracluster light fraction with machine learning di Canepa, Louisa, Brough, Sarah, Lanusse, Francois, Montes, Mireia, Hatch, Nina

Sommario: “... and the heavy manual involvement required for the majority of measurement algorithms. Upcoming large imaging...”
Testo

Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders di Luo, Gongxu, Dai, Haoyue, Li, Loka, Gao, Chengqian, Sun, Boyang, Zhang, Kun

Sommario: “... not necessarily imply causation, as spurious dependencies may arise from latent confounders, such as non-coding...”
Testo

Fray: An Efficient General-Purpose Concurrency Testing Platform for the JVM (Extended Version) di Li, Ao, Kang, Byeongjee, Vikram, Vasudev, Laybourn, Isabella, Dharanikota, Samvid, Tiwari, Shrey, Padhye, Rohan

Sommario: “... algorithms to search for concurrency bugs, such as partial order sampling (POS); however, fundamental...”
Testo

Auto-Prompting SAM for Weakly Supervised Landslide Extraction di Wang, Jian, Zhang, Xiaokang, Ma, Xianping, Yu, Weikang, Ghamisi, Pedram

Sommario: “... for SAM prompting, an adaptive prompt generation (APG) algorithm is designed to fully leverage the visual...”
Testo

Complexity in Complexity: Understanding Visual Complexity Through Structure, Color, and Surprise di Sarıtaş, Karahan, Dayan, Peter, Shen, Tingke, Nath, Surabhi S

Sommario: “...-to-interpret algorithms that employ numerous features or sophisticated deep learning architectures. While...”
Testo

Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion di Liu, Shengyuan, Chen, Zhen, Yang, Qiushi, Yu, Weihao, Dong, Di, Hu, Jiancong, Yuan, Yixuan

Sommario: “... for dataset expansion, existing endoscopic image generation algorithms failed to accurately generate...”
Testo

MATCNN: Infrared and Visible Image Fusion Method Based on Multi-scale CNN with Attention Transformer di Liu, Jingjing, Zhang, Li, Zeng, Xiaoyang, Liu, Wanquan, Zhang, Jianhua

Sommario: “... algorithm is developed, leveraging the mask to guide feature extraction through the integration of content...”
Testo

Circular Microalgae-Based Carbon Control for Net Zero di Zocco, Federico, García, Joan, Haddad, Wassim M.

Sommario: “...), namely, Stable-Baselines3, and then, through the library, we test the performance of eight RL algorithms...”
Testo

SPARK: Safe Protective and Assistive Robot Kit di Sun, Yifan, Chen, Rui, Yun, Kai S., Fang, Yikuan, Jung, Sebin, Li, Feihan, Li, Bowei, Zhao, Weiye, Liu, Changliu

Sommario: “...-of-the-art safe control algorithms in a modular and composable robot control framework. Users can easily...”
Testo

Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration di Pan, Li, Zhang, Yupei, Yang, Qiushi, Li, Tan, Chen, Zhen

Sommario: “... the workload of clinicians. However, the inherent sample imbalance among different diseases leads algorithms...”
Testo

Group-Adaptive Threshold Optimization for Robust AI-Generated Text Detection di Jung, Minseok, Panizo, Cynthia Fuertes, Dugan, Liam, R., Yi, Fung, Chen, Pin-Yu, Liang, Paul Pu

Sommario: “... FairOPT, an algorithm for group-specific threshold optimization for probabilistic AI-text detectors. We...”
Testo

Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment di Li, Cheryl, Xu, Tianyuan, Guo, Yiwen

Sommario: “..., and explain each unit. A rewind-and-correct mechanism ensures alignment between code statements and task...”
Testo

RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models di Wei, Quan, Yau, Chung-Yiu, Wai, Hoi-To, Zhao, Yang Katie, Kang, Dongyeop, Park, Youngsuk, Hong, Mingyi

Sommario: “... of weights, activations and KV caches in LLMs, we propose an algorithm named Rotated Straight-Through...”
Testo