Search Results - decoding (algorithm OR ((algorithmics OR Algorithmssics) OR Algorithmssics))

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

Table of Contents: “… 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 by Rostami, Mohammadreza, Kia, Solmaz S.

Table of Contents: “…}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 by Abedi, Zahra, van Dijk, Richard M. K., Wijnholds, Gijs, Verhoef, Tessa

Table of Contents: “… 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 by Zhu, Lingyi, Wei, Zhongxiang, Liu, Fan, Wu, Jianjun, Tang, Xiao-Wei, Masouros, Christos, Shen, Shanpu

Table of Contents: “… 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 by Huang, Yian, Qin, Qing, Mao, Aji, Qiu, Xiangyu, Xu, Liang, Zhang, Xian, Peng, Zhenming

Table of Contents: “…-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 by Zhao, Yuhua, Lv, Tiejun, Wang, Ke

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

Table of Contents: “… 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 by Cheng, Runze, Sun, Yao, Taha, Ahmad, Liu, Xuesong, Flynn, David, Imran, Muhammad Ali

Table of Contents: “… 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 by Machumilane, Achilles, Gotta, Alberto

Table of Contents: “… 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 by Wang, Xu, Jiang, Bingqing, Wan, Yu, Yang, Baosong, Kong, Lingpeng, Zou, Difan

Table of Contents: “… 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 by Cha, Seongjin, Kim, Gyuwan, Han, Dongsu, Yang, Tao, Han, Insu

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

Table of Contents: “… 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 by Okumus, Kaan, Ngo, Khac-Hoang, Durisi, Giuseppe, Ström, Erik G.

Table of Contents: “…-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 by Chen, Jinwen, Zhang, Shiwen, Gong, Shuai, Zhang, Zheng, Zhao, Yachao, Wang, Lingxiang, Zhou, Haibo, Lin, Wei, Zhang, Hainan

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

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

Table of Contents: “… 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 by Gao, Yiming, Xu, Liuyi, Cui, Pengshan, Qian, Yining, Lu, An-Yang, Wang, Xianpeng

Table of Contents: “…-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 by Li, Yifei, Wu, Kang, Wu, Wenming, Fu, Xiao-Ming

Table of Contents: “…, 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 by Hy, Truong-Son

Table of Contents: “…, 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 by Pathak, Tushar Dhananjay

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