Risultati della ricerca - decoding (algorithm OR (algorithmics OR Algorithmssssics))

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

Sommario: “... approach that converts 3D shapes into the language token space. A dedicated realism decoder is designed...”
Testo

FedMPDD: Communication-Efficient Federated Learning with Privacy Preservation Attributes via Projected Directional Derivative di Rostami, Mohammadreza, Kia, Solmaz S.

Sommario: “...}rojected \textbf{D}irectional \textbf{D}erivatives), a novel algorithm that simultaneously optimizes...”
Testo

Enriching Historical Records: An OCR and AI-Driven Approach for Database Integration di Abedi, Zahra, van Dijk, Richard M. K., Wijnholds, Gijs, Verhoef, Tessa

Sommario: “... database records? We applied OCR techniques, generative AI decoding constraints that structure data...”
Testo

Overcoming BS Down-Tilt for Air-Ground ISAC Coverage: Antenna Design, Beamforming and User Scheduling di Zhu, Lingyi, Wei, Zhongxiang, Liu, Fan, Wu, Jianjun, Tang, Xiao-Wei, Masouros, Christos, Shen, Shanpu

Sommario: “... beamforming. Exploiting relationships among S&C MI, data decoding MMSE, and parameter estimation MMSE...”
Testo

FeedbackSTS-Det: Sparse Frames-Based Spatio-Temporal Semantic Feedback Network for Moving Infrared Small Target Detection di Huang, Yian, Qin, Qing, Mao, Aji, Qiu, Xiangyu, Xu, Liang, Zhang, Xian, Peng, Zhenming

Sommario: “...-friendly, while algorithms with strong scene generalization capability are in great demand for real-world...”
Testo

C-AoEI-Aware Cross-Layer Optimization in Satellite IoT Systems: Balancing Data Freshness and Transmission Efficiency di Zhao, Yuhua, Lv, Tiejun, Wang, Ke

Sommario: “... backtracking decoding introduces age ambiguity, undermining the standard Age of Information (AoI) metric...”
Testo

L$^3$: Large Lookup Layers di Tseng, Albert, De Sa, Christopher

Sommario: “... tables to model decoder layers. L$^3$ layers use static token-based routing to aggregate a set of learned...”
Testo

A Survey on Semantic Communication for Vision: Categories, Frameworks, Enabling Techniques, and Applications di Cheng, Runze, Sun, Yao, Taha, Ahmad, Liu, Xuesong, Flynn, David, Imran, Muhammad Ali

Sommario: “... quantization schemes. Moreover, this survey articulates the ML-based encoder-decoder models and training...”
Testo

On Dual Connectivity in 6G Leo Constellations di Machumilane, Achilles, Gotta, Alberto

Sommario: “... designed, these techniques can lead to resource waste, encoding/decoding delays, and computational overhead...”
Testo

DLM-Scope: Mechanistic Interpretability of Diffusion Language Models via Sparse Autoencoders di Wang, Xu, Jiang, Bingqing, Wan, Yu, Yang, Baosong, Kong, Lingpeng, Zou, Difan

Sommario: “... decoding order; and the SAE features are stable during the post-training phase of DLMs. Our work...”
Testo

KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem di Cha, Seongjin, Kim, Gyuwan, Han, Dongsu, Yang, Tao, Han, Insu

Sommario: “...Self-speculative decoding (SSD) accelerates LLM inference by skipping layers to create an efficient...”
Testo

MAGE: Multi-scale Autoregressive Generation for Offline Reinforcement Learning di Lin, Chenxing, Gao, Xinhui, Zhang, Haipeng, Li, Xinran, Wang, Haitao, Mei, Songzhu, Wen, Chenglu, Liu, Weiquan, Shen, Siqi, Wang, Cheng

Sommario: “... of trajectories at multiple resolutions. Additionally, a condition-guided decoder is employed to exert precise...”
Testo

Type-Based Unsourced Multiple Access Over Fading Channels in Distributed MIMO With Application to Multi-Target Localization di Okumus, Kaan, Ngo, Khac-Hoang, Durisi, Giuseppe, Ström, Erik G.

Sommario: “...-scale fading coefficients use the same codebook. The decoder is built on the multisource approximate...”
Testo

LocalSUG: City-Preference-Enhanced LLM for Query Suggestion in Local-Life Services di Chen, Jinwen, Zhang, Shiwen, Gong, Shuai, Zhang, Zheng, Zhao, Yachao, Wang, Lingxiang, Zhou, Haibo, Lin, Wei, Zhang, Hainan

Sommario: “... beam-search-driven GRPO algorithm to align training with inference-time decoding and optimize relevance...”
Testo

Ensembling Language Models with Sequential Monte Carlo di Chan, Robin Shing Moon, Liu, Tianyu, Kiegeland, Samuel, Pasti, Clemente, Vigly, Jacob Hoover, O'Donnell, Timothy J., Cotterell, Ryan, Vieira, Tim

Sommario: “... ensembling to language models during decoding is challenging: naively aggregating next-token probabilities...”
Testo

Instruction set for the representation of graphs di Lopez-Rubio, Ezequiel, Pascual-Gonzalez, Mario

Sommario: “... into the graph. A key design property is that every string over the alphabet decodes to a valid graph...”
Testo

Multi-Task Genetic Algorithm with Multi-Granularity Encoding for Protein-Nucleotide Binding Site Prediction di Gao, Yiming, Xu, Liuyi, Cui, Pengshan, Qian, Yining, Lu, An-Yang, Wang, Xianpeng

Sommario: “...-dimensional, redundant biological data. To overcome the constraints of static fusion, a genetic algorithm...”
Testo

Masked BRep Autoencoder via Hierarchical Graph Transformer di Li, Yifei, Wu, Kang, Wu, Wenming, Fu, Xiao-Ming

Sommario: “..., unlabeled dataset of boundary representation (BRep) models. The success of our algorithm relies on two...”
Testo

Q-BIOLAT: Binary Latent Protein Fitness Landscapes for QUBO-Based Optimization di Hy, Truong-Son

Sommario: “..., decodable, and optimization-friendly latent spaces. Across multiple datasets and data regimes, we...”
Testo

ARCS: Autoregressive Circuit Synthesis with Topology-Aware Graph Attention and Spec Conditioning di Pathak, Tushar Dhananjay

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