Search Results - coding (algorithmicsicsics OR (algorithm OR (algorithmics OR algorithmssssics)))

Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis by Hu, Guanyu, Papadopoulou, Eleni, Kollias, Dimitrios, Tzouveli, Paraskevi, Wei, Jie, Yang, Xinyu

Table of Contents: “…The increasing integration of machine learning algorithms in daily life underscores the critical…”
Get full text

Adaptable and Reliable Text Classification using Large Language Models by Wang, Zhiqiang, Pang, Yiran, Lin, Yanbin, Zhu, Xingquan

Table of Contents: “… evaluated the performance of several LLMs, machine learning algorithms, and neural network-based…”
Get full text

Deep Dive into Model-free Reinforcement Learning for Biological and Robotic Systems: Theory and Practice by Jiao, Yusheng, Ling, Feng, Heydari, Sina, Heess, Nicolas, Merel, Josh, Kanso, Eva

Table of Contents: “… for sensing and actuation in robotic systems. Algorithms and code implementing both learning agents…”
Get full text

Compiler support for semi-manual AoS-to-SoA conversions with data views by Radtke, Pawel K., Weinzierl, Tobias

Table of Contents: “… the computation. Whether AoS or SoA is favourable depends on the execution context and algorithm step. We propose…”
Get full text

A Recipe for Unbounded Data Augmentation in Visual Reinforcement Learning by Almuzairee, Abdulaziz, Hansen, Nicklas, Christensen, Henrik I.

Table of Contents: “…Q-learning algorithms are appealing for real-world applications due to their data-efficiency…”
Get full text

Generative Active Learning for Long-tailed Instance Segmentation by Zhu, Muzhi, Fan, Chengxiang, Chen, Hao, Liu, Yang, Mao, Weian, Xu, Xiaogang, Shen, Chunhua

Table of Contents: “…. Subsequently, we propose BSGAL, a new algorithm that online estimates the contribution of the generated data…”
Get full text

Slow and Steady Wins the Race: Maintaining Plasticity with Hare and Tortoise Networks by Lee, Hojoon, Cho, Hyeonseo, Kim, Hyunseung, Kim, Donghu, Min, Dugki, Choo, Jaegul, Lyle, Clare

Table of Contents: “…, which improves advanced reinforcement learning algorithms on the Atari-100k benchmark. The code…”
Get full text

RRLS : Robust Reinforcement Learning Suite by Zouitine, Adil, Bertoin, David, Clavier, Pierre, Geist, Matthieu, Rachelson, Emmanuel

Table of Contents: “… for deploying algorithms in real-world scenarios with prevalent environmental uncertainties and has been a long…”
Get full text

ChaosMining: A Benchmark to Evaluate Post-Hoc Local Attribution Methods in Low SNR Environments by Shi, Ge, Kan, Ziwen, Smucny, Jason, Davidson, Ian

Table of Contents: “… elimination (RFE) algorithm, enhancing its applicability for neural networks. Our experiments highlight its…”
Get full text

Efficient Human Pose Estimation: Leveraging Advanced Techniques with MediaPipe by Sengar, Sandeep Singh, Kumar, Abhishek, Singh, Owen

Table of Contents: “… by comprehensively optimising the underlying algorithms. Novel modifications are introduced that substantially…”
Get full text

VDG: Vision-Only Dynamic Gaussian for Driving Simulation by Li, Hao, Li, Jingfeng, Zhang, Dingwen, Wu, Chenming, Shi, Jieqi, Zhao, Chen, Feng, Haocheng, Ding, Errui, Wang, Jingdong, Han, Junwei

Table of Contents: “… by Structure from Motion (SfM) algorithms or expensive sensors. For the first time, this paper addresses…”
Get full text

EAGERx: Graph-Based Framework for Sim2real Robot Learning by van der Heijden, Bas, Luijkx, Jelle, Ferranti, Laura, Kober, Jens, Babuska, Robert

Table of Contents: “…, and proposed synchronization algorithm contribute to narrowing the sim2real gap. We demonstrate (in the context…”
Get full text

The Physics of Learning: From Autoencoders to Truly Autonomous Learning Machines by Ushveridze, Alex

Table of Contents: “… for unsupervised efficient coding. We use this model to demonstrate how progressive paradigm shifts can profoundly…”
Get full text

CoCoG-2: Controllable generation of visual stimuli for understanding human concept representation by Wei, Chen, Zou, Jiachen, Heinke, Dietmar, Liu, Quanying

Table of Contents: “… into similarity judgment tasks. CoCoG-2 utilizes a training-free guidance algorithm to enhance generation…”
Get full text

Semantic-Enabled 6G Communication: A Task-oriented and Privacy-preserving Perspective by Guo, Shuaishuai, Zhang, Anbang, Wang, Yanhu, Feng, Chenyuan, Quek, Tony Q. S.

Table of Contents: “… for ToSC relying on deep neural network-based joint source and channel coding (DeepJSCC). Our study…”
Get full text

Spectuner: A Framework for Automated Line Identification of Interstellar Molecules by Qiu, Yisheng, Zhang, Tianwei, Möller, Thomas, Jiang, XueJian, Song, Zihao, Chen, Huaxi, Quan, Donghui

Table of Contents: “…, including W51, Orion-KL, Sgr B2(M), and Sgr B2(N). By comparing the identified lines, our algorithm achieves…”
Get full text

Overcoming Imbalanced Safety Data Using Extended Accident Triangle by Sun, Kailai, Lan, Tianxiang, Goh, Yang Miang, Huang, Yueng-Hsiang

Table of Contents: “… find robust improvements among different machine learning algorithms. For the lack of open-source…”
Get full text

Optimization and Simulation of Startup Control for Space Nuclear Power Systems with Closed Brayton Cycle based on NuHeXSys by Li, Chengyuan, Guo, Leran, Huang, Shanfang, Deng, Jian

Table of Contents: “…) utilizing a helium-xenon gas-cooled Closed Brayton Cycle (CBC). A comprehensive dynamic system analysis code…”
Get full text

Inverse model for network construction: (δ(G), I' (G)) -> G by Gao, Wei, Chen, Yaojun, Zhang, Hainan

Table of Contents: “… of the algorithm is verified by means of pilot experiments. The code in this paper is made public on https…”
Get full text

Fast quantum interconnects via constant-rate entanglement distillation by Pattison, Christopher A., Baranes, Gefen, Ataides, J. Pablo Bonilla, Lukin, Mikhail D., Zhou, Hengyun

Table of Contents: “… of two-way entanglement distillation protocols based on quantum error detecting codes with increasing…”
Get full text