Suchergebnisse - coding (algorithm OR (algorithmics OR Algorithmssics))

MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity von Tang, Xiaqiang, Gao, Qiang, Li, Jian, Du, Nan, Li, Qi, Xie, Sihong

Inhaltsangabe: “… strategy based on query complexity. % our solution Our approach leverages a multi-armed bandit algorithm …”
Volltext

If You Can't Use Them, Recycle Them: Optimizing Merging at Scale Mitigates Performance Tradeoffs von Khalifa, Muhammad, Tan, Yi-Chern, Ahmadian, Arash, Hosking, Tom, Lee, Honglak, Wang, Lu, Üstün, Ahmet, Sherborne, Tom, Gallé, Matthias

Inhaltsangabe: “… capabilities (e.g., instruction following vs. code generation), we investigate whether merging can recycle …”
Volltext

HOLa: HoloLens Object Labeling von Schwimmbeck, Michael, Khajarian, Serouj, Holzapfel, Konstantin, Schmidt, Johannes, Remmele, Stefanie

Inhaltsangabe: “… application based on the SAM-Track algorithm that offers fully automatic single object annotation for HoloLens …”
Volltext

Attribution for Enhanced Explanation with Transferable Adversarial eXploration von Zhu, Zhiyu, Zhang, Jiayu, Jin, Zhibo, Chen, Huaming, Zhou, Jianlong, Chen, Fang

Inhaltsangabe: “… \% over AttEXplore and 32.62\% compared to other state-of-the-art interpretability algorithms. Using …”
Volltext

Multi-Objective Large Language Model Unlearning von Pan, Zibin, Zhang, Shuwen, Zheng, Yuesheng, Li, Chi, Cheng, Yuheng, Zhao, Junhua

Inhaltsangabe: “… (MOLLM) algorithm. We first formulate LLM unlearning as a multi-objective optimization problem, in which …”
Volltext

A New Perspective on Privacy Protection in Federated Learning with Granular-Ball Computing von Lai, Guannan, Feng, Yihui, Yang, Xin, Deng, Xiaoyu, Yu, Hao, Xia, Shuyin, Wang, Guoyin, Li, Tianrui

Inhaltsangabe: “… graph structure. We designed a two-dimensional binary search segmentation algorithm based on variance …”
Volltext

Large Model Empowered Streaming Speech Semantic Communications von Weng, Zhenzi, Qin, Zhijin, Li, Geoffrey Ye

Inhaltsangabe: “… coding modules to edge servers, thereby reducing the computational burden on local devices. To support …”
Volltext

Self-Instruct Few-Shot Jailbreaking: Decompose the Attack into Pattern and Behavior Learning von Hua, Jiaqi, Wei, Wanxu

Inhaltsangabe: “… models and compare it with baseline algorithms. Our code is available at https://github.com/iphosi/Self …”
Volltext

Secure Semantic Communication With Homomorphic Encryption von Meng, Rui, Fan, Dayu, Gao, Haixiao, Yuan, Yifan, Wang, Bizhu, Xu, Xiaodong, Sun, Mengying, Dong, Chen, Tao, Xiaofeng, Zhang, Ping, Niyato, Dusit

Inhaltsangabe: “… . Initially, we review the encryption algorithms utilized in mobile communication systems and analyze …”
Volltext

ABPT: Amended Backpropagation through Time with Partially Differentiable Rewards von Li, Fanxing, Sun, Fangyu, Zhang, Tianbao, Zou, Danping

Inhaltsangabe: “… learning algorithms, particularly in tasks involving partially differentiable rewards. The code …”
Volltext

BTS: Harmonizing Specialized Experts into a Generalist LLM von Zhang, Qizhen, Bhargava, Prajjwal, Bi, Chloe, Cai, Chris X., Foerster, Jakob, Fu, Jeremy, Koura, Punit Singh, Silva, Ruan, Shen, Sheng, Dinan, Emily, Gururangan, Suchin, Lewis, Mike

Inhaltsangabe: “… We present Branch-Train-Stitch (BTS), an efficient and flexible training algorithm for combining …”
Volltext

CLIP-DQA: Blindly Evaluating Dehazed Images from Global and Local Perspectives Using CLIP von Zeng, Yirui, Fu, Jun, Amirpour, Hadi, Wang, Huasheng, Yue, Guanghui, Liu, Hantao, Chen, Ying, Zhou, Wei

Inhaltsangabe: “… , and optimization of image dehazing algorithms. Existing learning-based BDQA methods have achieved remarkable …”
Volltext

Connections between Schedule-Free Optimizers, AdEMAMix, and Accelerated SGD Variants von Morwani, Depen, Vyas, Nikhil, Zhang, Hanlin, Kakade, Sham

Inhaltsangabe: “… Recent advancements in deep learning optimization have introduced new algorithms, such as Schedule …”
Volltext

PTZ-Calib: Robust Pan-Tilt-Zoom Camera Calibration von Guo, Jinhui, Fan, Lubin, Wu, Bojian, Gu, Jiaqi, Cao, Shen, Ye, Jieping

Inhaltsangabe: “… Bundle Adjustment) algorithm to automatically calibrate the cameras within a local coordinate system …”
Volltext

InfoPos: A Design Support Framework for ML-Assisted Fault Detection and Identification in Industrial Cyber-Physical Systems von Odyurt, Uraz, Loendersloot, Richard, Tinga, Tiedo

Inhaltsangabe: “… The variety of building blocks and algorithms incorporated in data-centric and ML-assisted fault …”
Volltext

AttentionEngine: A Versatile Framework for Efficient Attention Mechanisms on Diverse Hardware Platforms von Chen, Feiyang, Cheng, Yu, Wang, Lei, Xia, Yuqing, Miao, Ziming, Ma, Lingxiao, Yang, Fan, Xue, Jilong, Yang, Zhi, Yang, Mao, Chen, Haibo

Inhaltsangabe: “… components, AttentionEngine enables flexible adaptation to diverse algorithmic requirements. The framework …”
Volltext

Reconstructing orbits of galaxies in extreme regions (ROGER). IV. Unveiling galaxy evolution patterns in OmegaWINGS clusters von Muriel, Hernán, Pérez-Millán, David, Rios, Martín de los, Biviano, Andrea, Coenda, Valeria, Martínez, Héctor J., Ruiz, Andrés N., Vulcani, Benedetta, Levis, Selene

Inhaltsangabe: “… of different classes are affected by the cluster environment. We applied the ROGER code to select trajectories …”
Volltext

Guiding Quantitative MRI Reconstruction with Phase-wise Uncertainty von Sun, Haozhong, Li, Zhongsen, Du, Chenlin, Li, Haokun, Wang, Yajie, Chen, Huijun

Inhaltsangabe: “… on reduced data sampling and reconstruction algorithms to accelerate scans, which inherently poses an ill …”
Volltext

DCAMamba: Mamba-based Rapid Response DC Arc Fault Detection von Wang, Lukun, Zhao, Ruxue, Feng, Wancheng, Sun, Pu, Tian, Chunpeng

Inhaltsangabe: “… , DCAMamba is built upon a state-space model (SSM) and utilizes a hardware-aware parallel algorithm, designed …”
Volltext

MLINE-VINS: Robust Monocular Visual-Inertial SLAM With Flow Manhattan and Line Features von Ye, Chao, Li, Haoyuan, Lin, Weiyang, Yang, Xianqiang

Inhaltsangabe: “… novel geometric line optical flow algorithm that efficiently tracks line features with varying lengths …”
Volltext