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

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

Sommario: “... statistical approach; instead, one can directly engage with code-lengths and complexities, concepts central...”
Testo

Error Correlations in Photonic Qudit-Mediated Entanglement Generation di Liu, Xiaoyu, Bharos, Niv, Markovich, Liubov, Borregaard, Johannes

Sommario: “... the simultaneously generated entangled pairs and analyze the effect on entanglement purification algorithms...”
Testo

SchurVINS: Schur Complement-Based Lightweight Visual Inertial Navigation System di Fan, Yunfei, Zhao, Tianyu, Wang, Guidong

Sommario: “... System (VINS). The existing VINS algorithms with either high accuracy or low computational complexity...”
Testo

Enlighten-Your-Voice: When Multimodal Meets Zero-shot Low-light Image Enhancement di Zhang, Xiaofeng, Xu, Zishan, Tang, Hao, Gu, Chaochen, Chen, Wei, Zhu, Shanying, Guan, Xinping

Sommario: “... module that synergizes semantic context with low-light enhancement operations, sharpening the algorithm...”
Testo

PACE: A Large-Scale Dataset with Pose Annotations in Cluttered Environments di You, Yang, Xiong, Kai, Yang, Zhening, Huang, Zhengxiang, Zhou, Junwei, Shi, Ruoxi, Fang, Zhou, Harley, Adam W., Guibas, Leonidas, Lu, Cewu

Sommario: “... objects. We test state-of-the-art algorithms in PACE along two tracks: pose estimation, and object pose...”
Testo

diffSph: a Python tool to compute diffuse signals from dwarf spheroidal galaxies di Vollmann, Martin, Welzmüller, Finn, Gajović, Lovorka

Sommario: “... algorithms and Dark Matter halo mass functions from state-of-the-art kinematic fits. This code is also useful...”
Testo

Five Starter Problems: Solving Quadratic Unconstrained Binary Optimization Models on Quantum Computers di Mazumder, Arul, Tayur, Sridhar

Sommario: “... their relevance and connection to quantum algorithms, introduce key quantum computing concepts, provide...”
Testo

A First-Order Multi-Gradient Algorithm for Multi-Objective Bi-Level Optimization di Ye, Feiyang, Lin, Baijiong, Cao, Xiaofeng, Zhang, Yu, Tsang, Ivor

Sommario: “... optimization. Existing gradient-based MOBLO algorithms need to compute the Hessian matrix, causing...”
Testo

Jailbreaking Attack against Multimodal Large Language Model di Niu, Zhenxing, Ren, Haodong, Gao, Xinbo, Hua, Gang, Jin, Rong

Sommario: “...-based algorithm is proposed to find an \emph{image Jailbreaking Prompt} (imgJP), enabling jailbreaks...”
Testo

Ant Colony Optimization for Cooperative Inspection Path Planning Using Multiple Unmanned Aerial Vehicles di Bui, Duy Nam, Duong, Thuy Ngan, Phung, Manh Duong

Sommario: “... code of the algorithm can be found at https://github.com/duynamrcv/aco_3d_ipp. ...”
Testo

Reasoning over Uncertain Text by Generative Large Language Models di Nafar, Aliakbar, Venable, Kristen Brent, Kordjamshidi, Parisa

Sommario: “... to different formal representations, including Python code, probabilistic algorithms, and probabilistic logical...”
Testo

Generating Survival Interpretable Trajectories and Data di Konstantinov, Andrei V., Kirpichenko, Stanislav R., Utkin, Lev V.

Sommario: “... experiments on synthetic and real datasets. The code of the algorithm implementing the proposed model...”
Testo

Incorporating Expert Rules into Neural Networks in the Framework of Concept-Based Learning di Konstantinov, Andrei V., Utkin, Lev V.

Sommario: “... significantly expands the class of the proposed results. Numerical examples illustrate the approaches. The code...”
Testo

Open Energy Services -- Forecasting and Optimization as a Service for Energy Management Applications at Scale di Wölfle, David, Förderer, Kevin, Riedel, Tobias, Landwich, Lukas, Mikut, Ralf, Hagenmeyer, Veit, Schmeck, Hartmut

Sommario: “... and that the provisioning of forecasting and optimization algorithms as a service can make a major contribution to achieve...”
Testo

Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models di Huo, Mingjia, Somayajula, Sai Ashish, Liang, Youwei, Zhang, Ruisi, Koushanfar, Farinaz, Xie, Pengtao

Sommario: “... of generated texts is challenging. While current watermarking algorithms have made promising progress...”
Testo

Model Pairing Using Embedding Translation for Backdoor Attack Detection on Open-Set Classification Tasks di Unnervik, Alexander, Shahreza, Hatef Otroshi, George, Anjith, Marcel, Sébastien

Sommario: “... algorithm, activated when an attacker-chosen pattern is presented, causing a specific misprediction...”
Testo

Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models di Liu, Chengkai, Lin, Jianghao, Wang, Jianling, Liu, Hanzhou, Caverlee, James

Sommario: “... is a selective SSM with an efficient hardware-aware parallel algorithm, we design a series...”
Testo

Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging di Juodelyte, Dovile, Lu, Yucheng, Jiménez-Sánchez, Amelia, Bottazzi, Sabrina, Ferrante, Enzo, Cheplygina, Veronika

Sommario: “...Transfer learning has become an essential part of medical imaging classification algorithms, often...”
Testo

Self-Supervised Learning for Time Series: Contrastive or Generative? di Liu, Ziyu, Alavi, Azadeh, Li, Minyi, Zhang, Xiang

Sommario: “... classical algorithms (SimCLR vs. MAE) for each type and conduct a comparative analysis in fair settings. Our...”
Testo

Semantic Layering in Room Segmentation via LLMs di Kim, Taehyeon, Min, Byung-Cheol

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