Search Results - coding (algorithm OR (algorithmsssicics OR (algorithmicsics OR algorithmssics)))

Molecular Generative Adversarial Network with Multi-Property Optimization by Tang, Huidong, Li, Chen, Kamei, Sayaka, Yamanishi, Yoshihiro, Morimoto, Yasuhiko

Table of Contents: “… (RL) algorithms, particularly Monte Carlo tree search (MCTS), to handle the discrete nature…”
Get full text

JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients by Han, Woo Kyoung, Im, Sunghoon, Kim, Jaedeok, Jin, Kyong Hwan

Table of Contents: “… representation with continuous cosine formulation. The JPEG algorithm significantly quantizes discrete cosine…”
Get full text

Evaluating Alternatives to SFM Point Cloud Initialization for Gaussian Splatting by Foroutan, Yalda, Rebain, Daniel, Yi, Kwang Moo, Tagliasacchi, Andrea

Table of Contents: “… by Structure-from-Motion (SFM) algorithms is a significant limitation to be overcome. To this end, we…”
Get full text

Alice's Adventures in a Differentiable Wonderland -- Volume I, A Tour of the Land by Scardapane, Simone

Table of Contents: “…, molecular discovery algorithms, robotics, and much more. Stripped of anything else, neural networks…”
Get full text

A real-time, robust and versatile visual-SLAM framework based on deep learning networks by Xiao, Zhang, Li, Shuaixin

Table of Contents: “… outperforms state-of-the-art SLAM algorithms in terms of localization accuracy and tracking robustness…”
Get full text

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