Résultats de la recherche - (coding OR decoding) (algorithm OR (algorithmics OR (algorithmssics OR Algorithmsssics)))

Energy-Based Diffusion Language Models for Text Generation par Xu, Minkai, Geffner, Tomas, Kreis, Karsten, Nie, Weili, Xu, Yilun, Leskovec, Jure, Ermon, Stefano, Vahdat, Arash

Table des matières: “… propose an efficient generation algorithm via parallel important sampling. Comprehensive experiments…”
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Precise and Dexterous Robotic Manipulation via Human-in-the-Loop Reinforcement Learning par Luo, Jianlan, Xu, Charles, Wu, Jeffrey, Levine, Sergey

Table des matières: “… coordination. Our approach integrates demonstrations and human corrections, efficient RL algorithms, and other…”
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How Do Developers Use Type Inference: An Exploratory Study in Kotlin par Flint, Samuel W., Keshk, Ali M., Dyer, Robert, Bagheri, Hamid

Table des matières: “…Statically typed languages offer numerous benefits to developers, such as improved code quality…”
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Bridge-IF: Learning Inverse Protein Folding with Markov Bridges par Zhu, Yiheng, Wu, Jialu, Li, Qiuyi, Yan, Jiahuan, Yin, Mingze, Wu, Wei, Li, Mingyang, Ye, Jieping, Wang, Zheng, Wu, Jian

Table des matières: “… learning algorithms for this task has seen significant success, the prevailing approaches, which…”
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SSFold: Learning to Fold Arbitrary Crumpled Cloth Using Graph Dynamics from Human Demonstration par Zhou, Changshi, Xu, Haichuan, Hu, Jiarui, Luan, Feng, Wang, Zhipeng, Dong, Yanchao, Zhou, Yanmin, He, Bin

Table des matières: “… algorithm to gather and integrate human demonstration data into our novel end-to-end neural network…”
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FedCVD: The First Real-World Federated Learning Benchmark on Cardiovascular Disease Data par Zhang, Yukun, Chen, Guanzhong, Xu, Zenglin, Wang, Jianyong, Zeng, Dun, Li, Junfan, Wang, Jinghua, Qi, Yuan, King, Irwin

Table des matières: “… in realistic datasets that challenges current FL algorithms. To address these gaps, this paper presents…”
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DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection par Li, Shawn, Gong, Huixian, Dong, Hao, Yang, Tiankai, Tu, Zhengzhong, Zhao, Yue

Table des matières: “…, and nine base OOD algorithms demonstrate that DPU significantly improves OOD detection performance, setting…”
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GROOT: Effective Design of Biological Sequences with Limited Experimental Data par Tran, Thanh V. T., Ngo, Nhat Khang, Nguyen, Viet Anh, Hy, Truong Son

Table des matières: “… algorithms toward optimal outputs. However, existing methods struggle when labeled data is limited…”
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From Text to Pose to Image: Improving Diffusion Model Control and Quality par Bonnet, Clément, Lee, Ariel N., Wertel, Franck, Tamano, Antoine, Cizain, Tanguy, Ducru, Pablo

Table des matières: “… algorithm, and a new pose adapter that incorporates more pose keypoints for higher pose fidelity. Together…”
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MGHF: Multi-Granular High-Frequency Perceptual Loss for Image Super-Resolution par Sami, Shoaib Meraj, Hasan, Md Mahedi, Saadabadi, Mohammad Saeed Ebrahimi, Dawson, Jeremy, Nasrabadi, Nasser, Rao, Raghuveer

Table des matières: “… on various super-resolution algorithms, including GAN- and diffusion-based methods, demonstrate that our MGHF…”
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LDM-Morph: Latent diffusion model guided deformable image registration par Wu, Jiong, Gong, Kuang

Table des matières: “…, an unsupervised deformable registration algorithm for medical image registration. LDM-Morph integrated features…”
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AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation par Tang, Datao, Cao, Xiangyong, Wu, Xuan, Li, Jialin, Yao, Jing, Bai, Xueru, Jiang, Dongsheng, Li, Yin, Meng, Deyu

Table des matières: “… significantly limits the performance of current detection algorithms. Although existing techniques, e.g., data…”
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Unveiling the Superior Paradigm: A Comparative Study of Source-Free Domain Adaptation and Unsupervised Domain Adaptation par Wang, Fan, Han, Zhongyi, Liu, Xingbo, Gao, Xin, Yin, Yilong

Table des matières: “… is an open and timely question with significant implications for deploying adaptive algorithms in practical…”
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Pretrained LLM Adapted with LoRA as a Decision Transformer for Offline RL in Quantitative Trading par Yun, Suyeol

Table des matières: “…. Our model performs competitively with established offline RL algorithms, including Conservative Q…”
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Monocular Obstacle Avoidance Based on Inverse PPO for Fixed-wing UAVs par Chai, Haochen, Su, Meimei, Lyu, Yang, Liu, Zhunga, Zhao, Chunhui, Pan, Quan

Table des matières: “… smoothness and confirm the feasibility of implementing the algorithm on edge devices. The source code…”
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TexGaussian: Generating High-quality PBR Material via Octree-based 3D Gaussian Splatting par Xiong, Bojun, Liu, Jialun, Hu, Jiakui, Wu, Chenming, Wu, Jinbo, Liu, Xing, Zhao, Chen, Ding, Errui, Lian, Zhouhui

Table des matières: “… photorealistic rendering across diverse environment maps. Developing an effective and efficient algorithm…”
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M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation par Zhang, Tao, Liu, Zhenhai, Qi, Feipeng, Jiao, Yongjun, Wu, Tailin

Table des matières: “…. Furthermore, existing numerical algorithms struggle with highly complex large-scale structures in multi…”
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Benchmarking Federated Learning for Semantic Datasets: Federated Scene Graph Generation par Ha, SeungBum, Lee, Taehwan, Lim, Jiyoun, Yoon, Sung Whan

Table des matières: “… the effectiveness of our benchmark by applying robust federated learning algorithms to data heterogeneity to show…”
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MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control par Lee, Sunbowen, Lyu, Hongqin, Gong, Yicheng, Sun, Yingying, Deng, Chao

Table des matières: “… optimization algorithm as the backbone, allowing value evaluation to consider both local features and global…”
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Long-Term Upper-Limb Prosthesis Myocontrol via High-Density sEMG and Incremental Learning par Di Domenico, Dario, Boccardo, Nicolò, Marinelli, Andrea, Canepa, Michele, Gruppioni, Emanuele, Laffranchi, Matteo, Camoriano, Raffaello

Table des matières: “…. We thoroughly analyze multiple learning algorithms across 7 subjects, including one with limb absence…”
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