Suchergebnisse - decoding ((algorithm OR Algorithms) OR (algorithmics OR algorithmics))

Assessing and Enhancing Graph Neural Networks for Combinatorial Optimization: Novel Approaches and Application in Maximum Independent Set Problems von Hu, Chenchuhui

Inhaltsangabe: “… compared to the greedy algorithm, for instance. We reproduced Schuetz' Quadratic Unconstrained Binary …”
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An Approach Towards Learning K-means-friendly Deep Latent Representation von Roy, Debapriya

Inhaltsangabe: “… , the encoder in AE's learns to extract useful features that get decoded at the reconstruction end. A well-known …”
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A Semantic Communication System for Real-time 3D Reconstruction Tasks von Zhang, Jiaxing, Guo, Luosong, Zhu, Kun, Qiu, Houming

Inhaltsangabe: “… mapping tasks with limited-resource mobile devices. Specifically, we design an encoding-decoding semantic …”
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ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression von Liu, Guangda, Li, Chengwei, Zhao, Jieru, Zhang, Chenqi, Guo, Minyi

Inhaltsangabe: “… at the granularity of semantic clusters. We design and implement efficient algorithms and systems for clustering …”
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High-Dimensional Bayesian Optimization via Random Projection of Manifold Subspaces von Nguyen, Quoc-Anh Hoang, Tran, The Hung

Inhaltsangabe: “… works usually use an encode-decoder framework which is either computationally expensive or susceptible …”
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Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation von Zhuge, Yunzhi, Gu, Hongyu, Zhang, Lu, Qi, Jinqing, Lu, Huchuan

Inhaltsangabe: “… ) by proposing an efficient algorithm, termed MTNet, which concurrently exploits motion and temporal cues. Unlike …”
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Disentangling stellar atmospheric parameters in astronomical spectra using Generative Adversarial Neural Networks von Manteiga, Minia, Santoveña, Raúl, Álvarez, Marco A., Dafonte, Carlos, Penedo, Manuel G., Navarro, Silvana, Corral, Luis

Inhaltsangabe: “… decoder which transform input data into a low-dimensional representation known as latent space. It also …”
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Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems von Feng, Shangbin, Wang, Zifeng, Goyal, Palash, Wang, Yike, Shi, Weijia, Xia, Huang, Palangi, Hamid, Zettlemoyer, Luke, Tsvetkov, Yulia, Lee, Chen-Yu, Pfister, Tomas

Inhaltsangabe: “… We propose Heterogeneous Swarms, an algorithm to design multi-LLM systems by jointly optimizing …”
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GigaSLAM: Large-Scale Monocular SLAM with Hierarchical Gaussian Splats von Deng, Kai, Zhang, Yigong, Yang, Jian, Xie, Jin

Inhaltsangabe: “… hierarchical sparse voxel map representation, where Gaussians are decoded by neural networks at multiple levels …”
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Reducing the Communication of Distributed Model Predictive Control: Autoencoders and Formation Control von Schiz, Torben, Ebel, Henrik

Inhaltsangabe: “… is reduced by the encoder part of the autoencoder prior to communication and reconstructed by the decoder …”
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MineWorld: a Real-Time and Open-Source Interactive World Model on Minecraft von Guo, Junliang, Ye, Yang, He, Tianyu, Wu, Haoyu, Jiang, Yushu, Pearce, Tim, Bian, Jiang

Inhaltsangabe: “… . In inference, we develop a novel parallel decoding algorithm that predicts the spatial redundant tokens in each …”
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STCL:Curriculum learning Strategies for deep learning image steganography models von Liu, Fengchun, Zhang, Tong, Zhang, Chunying

Inhaltsangabe: “… multiple algorithmic frameworks, which not only has a high PSNR, SSIM score, and decoding accuracy …”
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Step1X-Edit: A Practical Framework for General Image Editing von Liu, Shiyu, Han, Yucheng, Xing, Peng, Yin, Fukun, Wang, Rui, Cheng, Wei, Liao, Jiaqi, Wang, Yingming, Fu, Honghao, Han, Chunrui, Li, Guopeng, Peng, Yuang, Sun, Quan, Wu, Jingwei, Cai, Yan, Ge, Zheng, Ming, Ranchen, Xia, Lei, Zeng, Xianfang, Zhu, Yibo, Jiao, Binxing, Zhang, Xiangyu, Yu, Gang, Jiang, Daxin

Inhaltsangabe: “… manipulation. However, there is still a large gap between the open-source algorithm with these closed-source …”
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Modeling and Performance Analysis for Semantic Communications Based on Empirical Results von Ma, Shuai, Shen, Bin, Zhang, Chuanhui, Wu, Youlong, Li, Hang, Li, Shiyin, Shi, Guangming, Al-Dhahir, Naofal

Inhaltsangabe: “… Due to the black-box characteristics of deep learning based semantic encoders and decoders, finding …”
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CMAWRNet: Multiple Adverse Weather Removal via a Unified Quaternion Neural Architecture von Frants, Vladimir, Agaian, Sos, Panetta, Karen, Huang, Peter

Inhaltsangabe: “… struggle with combinations of degradations, such as haze and rain-streak. Few algorithms have been …”
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MRGRP: Empowering Courier Route Prediction in Food Delivery Service with Multi-Relational Graph von Liu, Chang, Yan, Huan, Sui, Hongjie, Wen, Haomin, Yuan, Yuan, Han, Yuyang, Liao, Hongsen, Ding, Xuetao, Hao, Jinghua, Li, Yong

Inhaltsangabe: “… introduce a route decoder that leverages courier information and dynamic distance and time contexts …”
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TrimR: Verifier-based Training-Free Thinking Compression for Efficient Test-Time Scaling von Lin, Weizhe, Li, Xing, Yang, Zhiyuan, Fu, Xiaojin, Zhen, Hui-Ling, Wang, Yaoyuan, Yu, Xianzhi, Liu, Wulong, Li, Xiaosong, Yuan, Mingxuan

Inhaltsangabe: “… , but they incur significant decoding overhead. A key inefficiency source is LRMs often generate redundant thinking …”
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Continuous Chain of Thought Enables Parallel Exploration and Reasoning von Gozeten, Halil Alperen, Ildiz, M. Emrullah, Zhang, Xuechen, Harutyunyan, Hrayr, Rawat, Ankit Singh, Oymak, Samet

Inhaltsangabe: “… provides new theoretical guarantees and algorithms for CoT2, motivated by logical reasoning tasks …”
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GP-MoLFormer-Sim: Test Time Molecular Optimization through Contextual Similarity Guidance von Navratil, Jiri, Ross, Jarret, Das, Payel, Mroueh, Youssef, Hoffman, Samuel C, Chenthamarakshan, Vijil, Belgodere, Brian

Inhaltsangabe: “… of the decoding process, the method tracks the distance of the current generations from the target and updates …”
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TransGI: Real-Time Dynamic Global Illumination With Object-Centric Neural Transfer Model von Deng, Yijie, Han, Lei, Fang, Lu

Inhaltsangabe: “… Neural rendering algorithms have revolutionized computer graphics, yet their impact on real-time …”
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