Resultados de búsqueda - coding (algorithm OR (algorithmics OR Algorithmssics))

ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models por Belouadi, Jonas, Eger, Steffen

Tabla de Contenidos: “…, and alliteration. We identify and address lack of training data and mismatching tokenization algorithms as possible…”
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FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering por Guo, Yongxin, Tang, Xiaoying, Lin, Tao

Tabla de Contenidos: “… the clustering principle. Therefore, we propose a novel clustering algorithm framework, dubbed as FedRC, which…”
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AutoRL Hyperparameter Landscapes por Mohan, Aditya, Benjamins, Carolin, Wienecke, Konrad, Dockhorn, Alexander, Lindauer, Marius

Tabla de Contenidos: “… evidence that the hyperparameter landscapes strongly vary over time across representative algorithms from…”
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GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning por Medda, Giacomo, Fabbri, Francesco, Marras, Mirko, Boratto, Ludovico, Fenu, Gianni

Tabla de Contenidos: “… a novel algorithm that leverages counterfactuality methods to discover user unfairness explanations…”
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Fast-Converged Deep Reinforcement Learning for Optimal Dispatch of Large-Scale Power Systems under Transient Security Constraints por Xiao, Tannan, Chen, Ying, Diao, Han, Huang, Shaowei, Shen, Chen

Tabla de Contenidos: “… Deterministic Policy Gradient algorithm with Curriculum learning, Parallel exploration, and Ensemble decision…”
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Harnessing Deep Learning and HPC Kernels via High-Level Loop and Tensor Abstractions on CPU Architectures por Georganas, Evangelos, Kalamkar, Dhiraj, Voronin, Kirill, Kundu, Abhisek, Noack, Antonio, Pabst, Hans, Breuer, Alexander, Heinecke, Alexander

Tabla de Contenidos: “…During the past decade, Deep Learning (DL) algorithms, programming systems and hardware have…”
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Generalizable Synthetic Image Detection via Language-guided Contrastive Learning por Wu, Haiwei, Zhou, Jiantao, Zhang, Shile

Tabla de Contenidos: “…, however, raises significant concerns regarding the authenticity of images. Though many forensic algorithms…”
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MGL2Rank: Learning to Rank the Importance of Nodes in Road Networks Based on Multi-Graph Fusion por Xu, Ming, Zhang, Jing

Tabla de Contenidos: “… comprises an embedding module containing a sampling algorithm (MGWalk) and an encoder network to learn…”
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MAP-NBV: Multi-agent Prediction-guided Next-Best-View Planning for Active 3D Object Reconstruction por Dhami, Harnaik, Sharma, Vishnu D., Tokekar, Pratap

Tabla de Contenidos: “…-Guided NBV (MAP-NBV), a decentralized coordination algorithm for active 3D reconstruction with multi…”
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ChatSim: Underwater Simulation with Natural Language Prompting por Palnitkar, Aadi, Kapu, Rashmi, Lin, Xiaomin, Liu, Cheng, Karapetyan, Nare, Aloimonos, Yiannis

Tabla de Contenidos: “… underwater environments without intricate coding. \invis{Moreover, researchers can realize substantial time…”
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BEVTrack: A Simple and Strong Baseline for 3D Single Object Tracking in Bird's-Eye View por Yang, Yuxiang, Deng, Yingqi, Pan, Mian, Zha, Zheng-Jun, Zhang, Jing

Tabla de Contenidos: “… in applications like autonomous driving. However, existing algorithms often involve complex designs and multiple…”
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Theoretical Analysis of Robust Overfitting for Wide DNNs: An NTK Approach por Fu, Shaopeng, Wang, Di

Tabla de Contenidos: “… a method namely Adv-NTK, the first AT algorithm for infinite-width DNNs. Experiments on real-world…”
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4D Gaussian Splatting for Real-Time Dynamic Scene Rendering por Wu, Guanjun, Yi, Taoran, Fang, Jiemin, Xie, Lingxi, Zhang, Xiaopeng, Wei, Wei, Liu, Wenyu, Tian, Qi, Wang, Xinggang

Tabla de Contenidos: “… is proposed. A decomposed neural voxel encoding algorithm inspired by HexPlane is proposed to efficiently…”
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RD-VIO: Robust Visual-Inertial Odometry for Mobile Augmented Reality in Dynamic Environments por Li, Jinyu, Pan, Xiaokun, Huang, Gan, Zhang, Ziyang, Wang, Nan, Bao, Hujun, Zhang, Guofeng

Tabla de Contenidos: “… called RD-VIO to handle both of these two problems. Firstly, we propose an IMU-PARSAC algorithm which can…”
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Simple and Asymmetric Graph Contrastive Learning without Augmentations por Xiao, Teng, Zhu, Huaisheng, Chen, Zhengyu, Wang, Suhang

Tabla de Contenidos: “… simply by considering an asymmetric view of the neighboring nodes. The resulting simple algorithm…”
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WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models por Tu, Shangqing, Sun, Yuliang, Bai, Yushi, Yu, Jifan, Hou, Lei, Li, Juanzi

Tabla de Contenidos: “… watermarking algorithms, which restrict the generation process to leave an invisible trace for watermark…”
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DP-NMT: Scalable Differentially-Private Machine Translation por Igamberdiev, Timour, Vu, Doan Nam Long, Künnecke, Felix, Yu, Zhuo, Holmer, Jannik, Habernal, Ivan

Tabla de Contenidos: “… used and code bases not always being public, leading to reproducibility issues. To tackle this, we…”
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Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning por Li, Jiaqi, Lai, Yuanhao, Wang, Rui, Shui, Changjian, Sahoo, Sabyasachi, Ling, Charles X., Yang, Shichun, Wang, Boyu, Gagné, Christian, Zhou, Fan

Tabla de Contenidos: “… acquired from the previous ones. In this work, we propose the Hessian Aware Low-Rank Perturbation algorithm…”
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KEEC: Koopman Embedded Equivariant Control por Cheng, Xiaoyuan, Yang, Yiming, Tang, Xiaohang, Jiang, Wei, Hu, Yukun

Tabla de Contenidos: “…. Our algorithm achieves superior performances in the experiments conducted on various control domains…”
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Measurement-Induced Landscape Transitions and Coding Barren Plateaus in Hybrid Variational Quantum Circuits por Gyawali, Gaurav, Rappaport, Sonny, Sereno, Tiago, Lawler, Michael J.

Tabla de Contenidos: “… with system size that limits the practical application of variational quantum algorithms(VQA). A landscape…”
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