Suchergebnisse - (decoding OR coding) (Algorithmsssicics OR (algorithm OR (algorithm OR algorithm)))

A Complexity-Based Theory of Compositionality von Elmoznino, Eric, Jiralerspong, Thomas, Bengio, Yoshua, Lajoie, Guillaume

Inhaltsangabe: “… in algorithmic information theory, and applicable to any representation. Intuitively, representational …”
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MultIHeaTS: A Fast and Stable Thermal Solver for Multilayered Planetary Surfaces von Mergny, Cyril, Schmidt, Frédéric

Inhaltsangabe: “… , available as a computationally efficient open-source Python code. The algorithm uses finite differences …”
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$\texttt{PatentAgent}$: Intelligent Agent for Automated Pharmaceutical Patent Analysis von Wang, Xin, Zhang, Yifan, Zhang, Xiaojing, Yu, Longhui, Lin, Xinna, Jiang, Jindong, Ma, Bin, Yu, Kaicheng

Inhaltsangabe: “… . Each module of $\texttt{PatentAgent}$ demonstrates significant effectiveness with the updated algorithm …”
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Learning Infinitesimal Generators of Continuous Symmetries from Data von Ko, Gyeonghoon, Kim, Hyunsu, Lee, Juho

Inhaltsangabe: “… transformations. In this paper, we propose a novel symmetry learning algorithm based on transformations defined …”
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Enhancing Chess Reinforcement Learning with Graph Representation von Rigaux, Tomas, Kashima, Hisashi

Inhaltsangabe: “… different in structure from one another. While the AlphaZero algorithm has demonstrated an impressive …”
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Quantum Deep Equilibrium Models von Schleich, Philipp, Skreta, Marta, Kristensen, Lasse B., Vargas-Hernández, Rodrigo A., Aspuru-Guzik, Alán

Inhaltsangabe: “… The feasibility of variational quantum algorithms, the most popular correspondent of neural …”
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Replace-then-Perturb: Targeted Adversarial Attacks With Visual Reasoning for Vision-Language Models von Jang, Jonggyu, Lyu, Hyeonsu, Koh, Jungyeon, Yang, Hyun Jong

Inhaltsangabe: “… outperform the baseline adversarial attack algorithms. We note that the source code to reproduce the results …”
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Training Neural Networks as Recognizers of Formal Languages von Butoi, Alexandra, Khalighinejad, Ghazal, Svete, Anej, Valvoda, Josef, Cotterell, Ryan, DuSell, Brian

Inhaltsangabe: “… variety of languages. As part of this, we extend an algorithm recently proposed by Snæbjarnarson et al …”
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ParaLBench: A Large-Scale Benchmark for Computational Paralinguistics over Acoustic Foundation Models von Zhang, Zixing, Xu, Weixiang, Dong, Zhongren, Wang, Kanglin, Wu, Yimeng, Peng, Jing, Wang, Runming, Huang, Dong-Yan

Inhaltsangabe: “… Computational paralinguistics (ComParal) aims to develop algorithms and models to automatically …”
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USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting von Chen, Kang, Zhang, Jiyuan, Hao, Zecheng, Zheng, Yajing, Huang, Tiejun, Yu, Zhaofei

Inhaltsangabe: “… spike-to-image reconstruction algorithms, then progressing to camera pose estimation and 3D …”
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DNN based Two-stage Compensation Algorithm for THz Hybrid Beamforming with imperfect Hardware von Zhao, Wenqi, Han, Chong, Song, Ho-Jin, Björnson, Emil

Inhaltsangabe: “… algorithm is proposed. A deep neural network (DNN) is developed in the first stage to represent the combined …”
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Enhancing Imbalance Learning: A Novel Slack-Factor Fuzzy SVM Approach von Tanveer, M., Tiwari, Anushka, Akhtar, Mushir, Lin, C. T.

Inhaltsangabe: “… learning algorithms, such as support vector machines (SVMs), particularly in effectively managing imbalance …”
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Vid-Morp: Video Moment Retrieval Pretraining from Unlabeled Videos in the Wild von Bao, Peijun, Kong, Chenqi, Shao, Zihao, Ng, Boon Poh, Er, Meng Hwa, Kot, Alex C.

Inhaltsangabe: “… propose the ReCorrect algorithm, which comprises two main phases: semantics-guided refinement and memory …”
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Articulate3D: Holistic Understanding of 3D Scenes as Universal Scene Description von Halacheva, Anna-Maria, Miao, Yang, Zaech, Jan-Nico, Wang, Xi, Van Gool, Luc, Paudel, Danda Pani

Inhaltsangabe: “… capabilities. While there exist numerous datasets and algorithms approaching the former two problems, the task …”
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Hierarchical feature extraction on functional brain networks for autism spectrum disorder identification with resting-state fMRI data von Luo, Yiqian, Chen, Qiurong, Li, Fali, Yi, Liang, Xu, Peng, Zhang, Yangsong

Inhaltsangabe: “… . At the community scale, functional gradients are introduced, and a K-Means clustering algorithm is applied to group …”
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TAB-Fields: A Maximum Entropy Framework for Mission-Aware Adversarial Planning von Puthumanaillam, Gokul, Song, Jae Hyuk, Yesmagambet, Nurzhan, Park, Shinkyu, Ornik, Melkior

Inhaltsangabe: “… planning algorithms by introducing TAB-conditioned POMCP, an adaptation of Partially Observable Monte Carlo …”
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Adaptive LiDAR Odometry and Mapping for Autonomous Agricultural Mobile Robots in Unmanned Farms von Teng, Hanzhe, Wang, Yipeng, Chatziparaschis, Dimitrios, Karydis, Konstantinos

Inhaltsangabe: “… consists of a robust LiDAR odometry algorithm based on dense Generalized-ICP scan matching, and an adaptive …”
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TB-HSU: Hierarchical 3D Scene Understanding with Contextual Affordances von Xu, Wenting, Ila, Viorela, Zhou, Luping, Jin, Craig T.

Inhaltsangabe: “… specifically, we develop an algorithm that learns to construct a 3D hierarchical scene graph (3DHSG …”
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DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices von Jia, Yongzhe, Zhang, Xuyun, Hu, Hongsheng, Choo, Kim-Kwang Raymond, Qi, Lianyong, Xu, Xiaolong, Beheshti, Amin, Dou, Wanchun

Inhaltsangabe: “… algorithm for aggregating heterogeneous local models with tailored architectures and weights. We implement …”
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FOF-X: Towards Real-time Detailed Human Reconstruction from a Single Image von Feng, Qiao, Yang, Yuanwang, Liu, Yebin, Lai, Yu-Kun, Yang, Jingyu, Li, Kun

Inhaltsangabe: “… the inter-conversion algorithms between FOF and mesh representations with a Laplacian constraint …”
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