Resultados de búsqueda - (encoding OR (Decoding OR coding)) (algorithmsssicsics OR (algorithm OR (algorithm OR algorithm)))

Pose-Guided Self-Training with Two-Stage Clustering for Unsupervised Landmark Discovery por Tourani, Siddharth, Alwheibi, Ahmed, Mahmood, Arif, Khan, Muhammad Haris

Tabla de Contenidos: “… of self-supervised learning algorithms, known as diffusion models. Some recent works have shown…”
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pfl-research: simulation framework for accelerating research in Private Federated Learning por Granqvist, Filip, Song, Congzheng, Cahill, Áine, van Dalen, Rogier, Pelikan, Martin, Chan, Yi Sheng, Feng, Xiaojun, Krishnaswami, Natarajan, Jina, Vojta, Chitnis, Mona

Tabla de Contenidos: “… with state-of-the-art privacy algorithms. We study the speed of open-source FL frameworks and show that pfl…”
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PyTorchGeoNodes: Enabling Differentiable Shape Programs for 3D Shape Reconstruction por Stekovic, Sinisa, Artykov, Arslan, Ainetter, Stefan, D'Urso, Mattia, Fraundorfer, Friedrich

Tabla de Contenidos: “… designed in Blender, into efficient PyTorch code. While there are many possible applications of our…”
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SpComm3D: A Framework for Enabling Sparse Communication in 3D Sparse Kernels por Abubaker, Nabil, Hoefler, Torsten

Tabla de Contenidos: “…Existing 3D algorithms for distributed-memory sparse kernels suffer from limited scalability due…”
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NV-LIO: LiDAR-Inertial Odometry using Normal Vectors Towards Robust SLAM in Multifloor Environments por Chung, Dongha, Kim, Jinwhan

Tabla de Contenidos: “…Over the last few decades, numerous LiDAR-inertial odometry (LIO) algorithms have been developed…”
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SimiSketch: Efficiently Estimating Similarity of streaming Multisets por Dong, Fenghao, He, Yang, Liang, Yutong, Liu, Zirui, Wu, Yuhan, Chen, Peiqing, Yang, Tong

Tabla de Contenidos: “… algorithm designed to tackle this specific problem. The paper begins by presenting two simpler versions…”
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Quantum Speedup of the Dispersion and Codebook Design Problems por Yukiyoshi, Kein, Mikuriya, Taku, Rou, Hyeon Seok, de Abreu, Giuseppe Thadeu Freitas, Ishikawa, Naoki

Tabla de Contenidos: “… the Grover adaptive search (GAS) quantum algorithm, offering quadratic speedup. Dispersion problems…”
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Standardizing Structural Causal Models por Ormaniec, Weronika, Sussex, Scott, Lorch, Lars, Schölkopf, Bernhard, Krause, Andreas

Tabla de Contenidos: “… causal structure learning algorithms. However, the variances and pairwise correlations in SCM data tend…”
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SlideSLAM: Sparse, Lightweight, Decentralized Metric-Semantic SLAM for Multi-Robot Navigation por Liu, Xu, Lei, Jiuzhou, Prabhu, Ankit, Tao, Yuezhan, Spasojevic, Igor, Chaudhari, Pratik, Atanasov, Nikolay, Kumar, Vijay

Tabla de Contenidos: “…This paper develops a real-time decentralized metric-semantic SLAM algorithm that enables a…”
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DPEC: Dual-Path Error Compensation Method for Enhanced Low-Light Image Clarity por Wang, Shuang, Lu, Qianwen, Peng, Boxing, Nie, Yihe, Tao, Qingchuan

Tabla de Contenidos: “…For the task of low-light image enhancement, deep learning-based algorithms have demonstrated…”
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Minimizing the Number of Roles in Bottom-Up Role-Mining using Maximal Biclique Enumeration por Tripunitara, Mahesh

Tabla de Contenidos: “… that exploits a sufficient condition for an efficient algorithm, while a useful first step, does not scale…”
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Benchmarking Large Language Models for Math Reasoning Tasks por Seßler, Kathrin, Rong, Yao, Gözlüklü, Emek, Kasneci, Enkelejda

Tabla de Contenidos: “… of datasets and in-context learning algorithms designed to improve the ability of LLMs to automate…”
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Subgoal-based Hierarchical Reinforcement Learning for Multi-Agent Collaboration por Xu, Cheng, Zhang, Changtian, Shi, Yuchen, Wang, Ran, Duan, Shihong, Wan, Yadong, Zhang, Xiaotong

Tabla de Contenidos: “…, yet they often struggle in complex multi-agent environments due to issues like algorithm instability…”
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GreenWhisk: Emission-Aware Computing for Serverless Platform por Serenari, Jayden, Sreekumar, Sreekanth, Zhao, Kaiwen, Sarkar, Saurabh, Lee, Stephen

Tabla de Contenidos: “… when the demand for service spikes. Users provide code as functions, and the cloud platform runs…”
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Temporal and Spacial Studies of Infectious Diseases: Mathematical Models and Numerical Solvers por Talha, Md Abu, Xu, Yongjia, Zhao, Shan, Geng, Weihua

Tabla de Contenidos: “… conditions, etc. This paper aim to address these issues by providing numerical algorithms involving space…”
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Tight Stability, Convergence, and Robustness Bounds for Predictive Coding Networks por Mali, Ankur, Salvatori, Tommaso, Ororbia, Alexander

Tabla de Contenidos: “…Energy-based learning algorithms, such as predictive coding (PC), have garnered significant…”
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Exact sensitivity analysis of Markov reward processes via algebraic geometry por Chan, Timothy C. Y., Maaz, Muhammad

Tabla de Contenidos: “… tractably. We establish several theoretical results about such systems and develop a specialized algorithm…”
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Learning a Neural Solver for Parametric PDE to Enhance Physics-Informed Methods por Boudec, Lise Le, de Bezenac, Emmanuel, Serrano, Louis, Regueiro-Espino, Ramon Daniel, Yin, Yuan, Gallinari, Patrick

Tabla de Contenidos: “… learning a solver, i.e., solving PDEs using a physics-informed iterative algorithm trained on data. Our…”
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HeightFormer: A Semantic Alignment Monocular 3D Object Detection Method from Roadside Perspective por Liu, Pei, Zhang, Zihao, Liu, Haipeng, Zheng, Nanfang, Zhu, Meixin, Pu, Ziyuan

Tabla de Contenidos: “… the outperformance of the proposed algorithm in the detection of both vehicles and cyclists. These results indicate…”
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QOPS: A Compiler Framework for Quantum Circuit Simulation Acceleration with Profile Guided Optimizations por Wu, Yu-Tsung, Huang, Po-Hsuan, Chang, Kai-Chieh, Tu, Chia-Heng, Hung, Shih-Hao

Tabla de Contenidos: “… algorithms can be developed and evaluated by performing quantum circuit simulations on classical computers…”
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