Suchergebnisse - coding (Algorithmsssssics OR (algorithm OR (algorithm OR algorithmicsics)))

Bridging Algorithmic Information Theory and Machine Learning: A New Approach to Kernel Learning von Hamzi, Boumediene, Hutter, Marcus, Owhadi, Houman

Inhaltsangabe: “… statistical approach; instead, one can directly engage with code-lengths and complexities, concepts central …”
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Error Correlations in Photonic Qudit-Mediated Entanglement Generation von Liu, Xiaoyu, Bharos, Niv, Markovich, Liubov, Borregaard, Johannes

Inhaltsangabe: “… the simultaneously generated entangled pairs and analyze the effect on entanglement purification algorithms …”
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SchurVINS: Schur Complement-Based Lightweight Visual Inertial Navigation System von Fan, Yunfei, Zhao, Tianyu, Wang, Guidong

Inhaltsangabe: “… System (VINS). The existing VINS algorithms with either high accuracy or low computational complexity …”
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Enlighten-Your-Voice: When Multimodal Meets Zero-shot Low-light Image Enhancement von Zhang, Xiaofeng, Xu, Zishan, Tang, Hao, Gu, Chaochen, Chen, Wei, Zhu, Shanying, Guan, Xinping

Inhaltsangabe: “… module that synergizes semantic context with low-light enhancement operations, sharpening the algorithm …”
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PACE: A Large-Scale Dataset with Pose Annotations in Cluttered Environments von You, Yang, Xiong, Kai, Yang, Zhening, Huang, Zhengxiang, Zhou, Junwei, Shi, Ruoxi, Fang, Zhou, Harley, Adam W., Guibas, Leonidas, Lu, Cewu

Inhaltsangabe: “… objects. We test state-of-the-art algorithms in PACE along two tracks: pose estimation, and object pose …”
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diffSph: a Python tool to compute diffuse signals from dwarf spheroidal galaxies von Vollmann, Martin, Welzmüller, Finn, Gajović, Lovorka

Inhaltsangabe: “… algorithms and Dark Matter halo mass functions from state-of-the-art kinematic fits. This code is also useful …”
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Five Starter Problems: Solving Quadratic Unconstrained Binary Optimization Models on Quantum Computers von Mazumder, Arul, Tayur, Sridhar

Inhaltsangabe: “… their relevance and connection to quantum algorithms, introduce key quantum computing concepts, provide …”
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A First-Order Multi-Gradient Algorithm for Multi-Objective Bi-Level Optimization von Ye, Feiyang, Lin, Baijiong, Cao, Xiaofeng, Zhang, Yu, Tsang, Ivor

Inhaltsangabe: “… optimization. Existing gradient-based MOBLO algorithms need to compute the Hessian matrix, causing …”
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Jailbreaking Attack against Multimodal Large Language Model von Niu, Zhenxing, Ren, Haodong, Gao, Xinbo, Hua, Gang, Jin, Rong

Inhaltsangabe: “… -based algorithm is proposed to find an \emph{image Jailbreaking Prompt} (imgJP), enabling jailbreaks …”
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Ant Colony Optimization for Cooperative Inspection Path Planning Using Multiple Unmanned Aerial Vehicles von Bui, Duy Nam, Duong, Thuy Ngan, Phung, Manh Duong

Inhaltsangabe: “… code of the algorithm can be found at https://github.com/duynamrcv/aco_3d_ipp.  …”
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Reasoning over Uncertain Text by Generative Large Language Models von Nafar, Aliakbar, Venable, Kristen Brent, Kordjamshidi, Parisa

Inhaltsangabe: “… to different formal representations, including Python code, probabilistic algorithms, and probabilistic logical …”
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Generating Survival Interpretable Trajectories and Data von Konstantinov, Andrei V., Kirpichenko, Stanislav R., Utkin, Lev V.

Inhaltsangabe: “… experiments on synthetic and real datasets. The code of the algorithm implementing the proposed model …”
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Incorporating Expert Rules into Neural Networks in the Framework of Concept-Based Learning von Konstantinov, Andrei V., Utkin, Lev V.

Inhaltsangabe: “… significantly expands the class of the proposed results. Numerical examples illustrate the approaches. The code …”
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Open Energy Services -- Forecasting and Optimization as a Service for Energy Management Applications at Scale von Wölfle, David, Förderer, Kevin, Riedel, Tobias, Landwich, Lukas, Mikut, Ralf, Hagenmeyer, Veit, Schmeck, Hartmut

Inhaltsangabe: “… and that the provisioning of forecasting and optimization algorithms as a service can make a major contribution to achieve …”
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Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models von Huo, Mingjia, Somayajula, Sai Ashish, Liang, Youwei, Zhang, Ruisi, Koushanfar, Farinaz, Xie, Pengtao

Inhaltsangabe: “… of generated texts is challenging. While current watermarking algorithms have made promising progress …”
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Model Pairing Using Embedding Translation for Backdoor Attack Detection on Open-Set Classification Tasks von Unnervik, Alexander, Shahreza, Hatef Otroshi, George, Anjith, Marcel, Sébastien

Inhaltsangabe: “… algorithm, activated when an attacker-chosen pattern is presented, causing a specific misprediction …”
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Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models von Liu, Chengkai, Lin, Jianghao, Wang, Jianling, Liu, Hanzhou, Caverlee, James

Inhaltsangabe: “… is a selective SSM with an efficient hardware-aware parallel algorithm, we design a series …”
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Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging von Juodelyte, Dovile, Lu, Yucheng, Jiménez-Sánchez, Amelia, Bottazzi, Sabrina, Ferrante, Enzo, Cheplygina, Veronika

Inhaltsangabe: “… Transfer learning has become an essential part of medical imaging classification algorithms, often …”
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Self-Supervised Learning for Time Series: Contrastive or Generative? von Liu, Ziyu, Alavi, Azadeh, Li, Minyi, Zhang, Xiang

Inhaltsangabe: “… classical algorithms (SimCLR vs. MAE) for each type and conduct a comparative analysis in fair settings. Our …”
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Semantic Layering in Room Segmentation via LLMs von Kim, Taehyeon, Min, Byung-Cheol

Inhaltsangabe: “… relevance of room segmentation. Furthermore, SeLRoS overcomes the limitations of existing algorithms …”
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