Search Results - coding (algorithm OR (algorithmics OR Algorithmssics))

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

Table of Contents: “… statistical approach; instead, one can directly engage with code-lengths and complexities, concepts central…”
Get full text

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

Table of Contents: “… the simultaneously generated entangled pairs and analyze the effect on entanglement purification algorithms…”
Get full text

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

Table of Contents: “… System (VINS). The existing VINS algorithms with either high accuracy or low computational complexity…”
Get full text

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

Table of Contents: “… module that synergizes semantic context with low-light enhancement operations, sharpening the algorithm…”
Get full text

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

Table of Contents: “… objects. We test state-of-the-art algorithms in PACE along two tracks: pose estimation, and object pose…”
Get full text

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

Table of Contents: “… algorithms and Dark Matter halo mass functions from state-of-the-art kinematic fits. This code is also useful…”
Get full text

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

Table of Contents: “… their relevance and connection to quantum algorithms, introduce key quantum computing concepts, provide…”
Get full text

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

Table of Contents: “… optimization. Existing gradient-based MOBLO algorithms need to compute the Hessian matrix, causing…”
Get full text

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

Table of Contents: “…-based algorithm is proposed to find an \emph{image Jailbreaking Prompt} (imgJP), enabling jailbreaks…”
Get full text

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

Table of Contents: “… code of the algorithm can be found at https://github.com/duynamrcv/aco_3d_ipp. …”
Get full text

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

Table of Contents: “… to different formal representations, including Python code, probabilistic algorithms, and probabilistic logical…”
Get full text

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

Table of Contents: “… experiments on synthetic and real datasets. The code of the algorithm implementing the proposed model…”
Get full text

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

Table of Contents: “… significantly expands the class of the proposed results. Numerical examples illustrate the approaches. The code…”
Get full text

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

Table of Contents: “… and that the provisioning of forecasting and optimization algorithms as a service can make a major contribution to achieve…”
Get full text

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

Table of Contents: “… of generated texts is challenging. While current watermarking algorithms have made promising progress…”
Get full text

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

Table of Contents: “… algorithm, activated when an attacker-chosen pattern is presented, causing a specific misprediction…”
Get full text

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

Table of Contents: “… is a selective SSM with an efficient hardware-aware parallel algorithm, we design a series…”
Get full text

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

Table of Contents: “…Transfer learning has become an essential part of medical imaging classification algorithms, often…”
Get full text

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

Table of Contents: “… classical algorithms (SimCLR vs. MAE) for each type and conduct a comparative analysis in fair settings. Our…”
Get full text

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

Table of Contents: “… relevance of room segmentation. Furthermore, SeLRoS overcomes the limitations of existing algorithms…”
Get full text