Résultats de la recherche - decoding (algorithmics OR (algorithm OR Algorithmssics))

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

Table des matières: “… 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 par Rostami, Mohammadreza, Kia, Solmaz S.

Table des matières: “…}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 par Abedi, Zahra, van Dijk, Richard M. K., Wijnholds, Gijs, Verhoef, Tessa

Table des matières: “… 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 par Zhu, Lingyi, Wei, Zhongxiang, Liu, Fan, Wu, Jianjun, Tang, Xiao-Wei, Masouros, Christos, Shen, Shanpu

Table des matières: “… 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 par Huang, Yian, Qin, Qing, Mao, Aji, Qiu, Xiangyu, Xu, Liang, Zhang, Xian, Peng, Zhenming

Table des matières: “…-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 par Zhao, Yuhua, Lv, Tiejun, Wang, Ke

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

Table des matières: “… 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 par Cheng, Runze, Sun, Yao, Taha, Ahmad, Liu, Xuesong, Flynn, David, Imran, Muhammad Ali

Table des matières: “… 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 par Machumilane, Achilles, Gotta, Alberto

Table des matières: “… 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 par Wang, Xu, Jiang, Bingqing, Wan, Yu, Yang, Baosong, Kong, Lingpeng, Zou, Difan

Table des matières: “… 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 par Cha, Seongjin, Kim, Gyuwan, Han, Dongsu, Yang, Tao, Han, Insu

Table des matières: “…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 par Lin, Chenxing, Gao, Xinhui, Zhang, Haipeng, Li, Xinran, Wang, Haitao, Mei, Songzhu, Wen, Chenglu, Liu, Weiquan, Shen, Siqi, Wang, Cheng

Table des matières: “… 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 par Okumus, Kaan, Ngo, Khac-Hoang, Durisi, Giuseppe, Ström, Erik G.

Table des matières: “…-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 par Chen, Jinwen, Zhang, Shiwen, Gong, Shuai, Zhang, Zheng, Zhao, Yachao, Wang, Lingxiang, Zhou, Haibo, Lin, Wei, Zhang, Hainan

Table des matières: “… 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 par Chan, Robin Shing Moon, Liu, Tianyu, Kiegeland, Samuel, Pasti, Clemente, Vigly, Jacob Hoover, O'Donnell, Timothy J., Cotterell, Ryan, Vieira, Tim

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

Table des matières: “… 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 par Gao, Yiming, Xu, Liuyi, Cui, Pengshan, Qian, Yining, Lu, An-Yang, Wang, Xianpeng

Table des matières: “…-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 par Li, Yifei, Wu, Kang, Wu, Wenming, Fu, Xiao-Ming

Table des matières: “…, 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 par Hy, Truong-Son

Table des matières: “…, 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 par Pathak, Tushar Dhananjay

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