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

SRAM: Shape-Realism Alignment Metric for No Reference 3D Shape Evaluation von Liu, Sheng, Luan, Tianyu, Nuney, Phani, Feng, Xuelu, Yuan, Junsong

Inhaltsangabe: “… approach that converts 3D shapes into the language token space. A dedicated realism decoder is designed …”
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FedMPDD: Communication-Efficient Federated Learning with Privacy Preservation Attributes via Projected Directional Derivative von Rostami, Mohammadreza, Kia, Solmaz S.

Inhaltsangabe: “… }rojected \textbf{D}irectional \textbf{D}erivatives), a novel algorithm that simultaneously optimizes …”
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Enriching Historical Records: An OCR and AI-Driven Approach for Database Integration von Abedi, Zahra, van Dijk, Richard M. K., Wijnholds, Gijs, Verhoef, Tessa

Inhaltsangabe: “… database records? We applied OCR techniques, generative AI decoding constraints that structure data …”
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Overcoming BS Down-Tilt for Air-Ground ISAC Coverage: Antenna Design, Beamforming and User Scheduling von Zhu, Lingyi, Wei, Zhongxiang, Liu, Fan, Wu, Jianjun, Tang, Xiao-Wei, Masouros, Christos, Shen, Shanpu

Inhaltsangabe: “… beamforming. Exploiting relationships among S&C MI, data decoding MMSE, and parameter estimation MMSE …”
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FeedbackSTS-Det: Sparse Frames-Based Spatio-Temporal Semantic Feedback Network for Moving Infrared Small Target Detection von Huang, Yian, Qin, Qing, Mao, Aji, Qiu, Xiangyu, Xu, Liang, Zhang, Xian, Peng, Zhenming

Inhaltsangabe: “… -friendly, while algorithms with strong scene generalization capability are in great demand for real-world …”
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C-AoEI-Aware Cross-Layer Optimization in Satellite IoT Systems: Balancing Data Freshness and Transmission Efficiency von Zhao, Yuhua, Lv, Tiejun, Wang, Ke

Inhaltsangabe: “… backtracking decoding introduces age ambiguity, undermining the standard Age of Information (AoI) metric …”
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L$^3$: Large Lookup Layers von Tseng, Albert, De Sa, Christopher

Inhaltsangabe: “… tables to model decoder layers. L$^3$ layers use static token-based routing to aggregate a set of learned …”
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A Survey on Semantic Communication for Vision: Categories, Frameworks, Enabling Techniques, and Applications von Cheng, Runze, Sun, Yao, Taha, Ahmad, Liu, Xuesong, Flynn, David, Imran, Muhammad Ali

Inhaltsangabe: “… quantization schemes. Moreover, this survey articulates the ML-based encoder-decoder models and training …”
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On Dual Connectivity in 6G Leo Constellations von Machumilane, Achilles, Gotta, Alberto

Inhaltsangabe: “… designed, these techniques can lead to resource waste, encoding/decoding delays, and computational overhead …”
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DLM-Scope: Mechanistic Interpretability of Diffusion Language Models via Sparse Autoencoders von Wang, Xu, Jiang, Bingqing, Wan, Yu, Yang, Baosong, Kong, Lingpeng, Zou, Difan

Inhaltsangabe: “… decoding order; and the SAE features are stable during the post-training phase of DLMs. Our work …”
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KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem von Cha, Seongjin, Kim, Gyuwan, Han, Dongsu, Yang, Tao, Han, Insu

Inhaltsangabe: “… Self-speculative decoding (SSD) accelerates LLM inference by skipping layers to create an efficient …”
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MAGE: Multi-scale Autoregressive Generation for Offline Reinforcement Learning von Lin, Chenxing, Gao, Xinhui, Zhang, Haipeng, Li, Xinran, Wang, Haitao, Mei, Songzhu, Wen, Chenglu, Liu, Weiquan, Shen, Siqi, Wang, Cheng

Inhaltsangabe: “… of trajectories at multiple resolutions. Additionally, a condition-guided decoder is employed to exert precise …”
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Type-Based Unsourced Multiple Access Over Fading Channels in Distributed MIMO With Application to Multi-Target Localization von Okumus, Kaan, Ngo, Khac-Hoang, Durisi, Giuseppe, Ström, Erik G.

Inhaltsangabe: “… -scale fading coefficients use the same codebook. The decoder is built on the multisource approximate …”
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LocalSUG: City-Preference-Enhanced LLM for Query Suggestion in Local-Life Services von Chen, Jinwen, Zhang, Shiwen, Gong, Shuai, Zhang, Zheng, Zhao, Yachao, Wang, Lingxiang, Zhou, Haibo, Lin, Wei, Zhang, Hainan

Inhaltsangabe: “… beam-search-driven GRPO algorithm to align training with inference-time decoding and optimize relevance …”
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Ensembling Language Models with Sequential Monte Carlo von Chan, Robin Shing Moon, Liu, Tianyu, Kiegeland, Samuel, Pasti, Clemente, Vigly, Jacob Hoover, O'Donnell, Timothy J., Cotterell, Ryan, Vieira, Tim

Inhaltsangabe: “… ensembling to language models during decoding is challenging: naively aggregating next-token probabilities …”
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Instruction set for the representation of graphs von Lopez-Rubio, Ezequiel, Pascual-Gonzalez, Mario

Inhaltsangabe: “… into the graph. A key design property is that every string over the alphabet decodes to a valid graph …”
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Multi-Task Genetic Algorithm with Multi-Granularity Encoding for Protein-Nucleotide Binding Site Prediction von Gao, Yiming, Xu, Liuyi, Cui, Pengshan, Qian, Yining, Lu, An-Yang, Wang, Xianpeng

Inhaltsangabe: “… -dimensional, redundant biological data. To overcome the constraints of static fusion, a genetic algorithm …”
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Masked BRep Autoencoder via Hierarchical Graph Transformer von Li, Yifei, Wu, Kang, Wu, Wenming, Fu, Xiao-Ming

Inhaltsangabe: “… , unlabeled dataset of boundary representation (BRep) models. The success of our algorithm relies on two …”
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Q-BIOLAT: Binary Latent Protein Fitness Landscapes for QUBO-Based Optimization von Hy, Truong-Son

Inhaltsangabe: “… , decodable, and optimization-friendly latent spaces. Across multiple datasets and data regimes, we …”
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ARCS: Autoregressive Circuit Synthesis with Topology-Aware Graph Attention and Spec Conditioning von Pathak, Tushar Dhananjay

Inhaltsangabe: “… algorithms. For single-model inference, a topology-aware Graph Transformer with Best-of-3 candidate selection …”
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