Risultati della ricerca - Decoding (algorithmssic OR algorithm)

KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization di Song, Mingbo, Xia, Heming, Zhang, Jun, Leong, Chak Tou, Xu, Qiancheng, Li, Wenjie, Li, Sujian

Sommario: “...Speculative Decoding (SD) has emerged as a widely used paradigm to accelerate the inference...”
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Analysis of Maximum Threshold and Quantum Security for Fault-Tolerant Encoding and Decoding Scheme Base on Steane Code di Xia, Qiqing, Xie, Huiqin, Yang, Li

Sommario: “... an algorithm for a more accurate estimation of thresholds and optimal error-correction period selection. Our...”
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Taming Masked Diffusion Language Models via Consistency Trajectory Reinforcement Learning with Fewer Decoding Step di Yang, Jingyi, Chen, Guanxu, Hu, Xuhao, Shao, Jing

Sommario: “... learning (RL) algorithms tailored for MDLMs remain underexplored. A naive approach is to directly transfer...”
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Decoding Large-Language Models: A Systematic Overview of Socio-Technical Impacts, Constraints, and Emerging Questions di Kaya, Zeyneb N., Ghosh, Souvick

Sommario: “..., and future directions of LLM research. It includes responsible development considerations, algorithmic...”
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TransParking: A Dual-Decoder Transformer Framework with Soft Localization for End-to-End Automatic Parking di Du, Hangyu, Chew, Chee-Meng

Sommario: “... by approximately 50% in comparison with the current state-of-the-art end-to-end trajectory prediction algorithm...”
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Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding di Yi, Hanling, Lin, Feng, Li, Hongbin, Ning, Peiyang, Yu, Xiaotian, Xiao, Rong

Sommario: “... tokens. Additionally, an auto-correct decoding algorithm facilitates the simultaneous generation...”
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DecoPrompt : Decoding Prompts Reduces Hallucinations when Large Language Models Meet False Premises di Xu, Nan, Ma, Xuezhe

Sommario: “... to elicit hallucination generation, we propose a new prompting algorithm, named DecoPrompt, to mitigate...”
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A Demand Forecasting Model Leveraging Machine Learning to Decode Customer Preferences for New Fashion Products di S. Anitha, R. Neelakandan

Sommario: “...A Demand Forecasting Model Leveraging Machine Learning to Decode Customer Preferences for New...”
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Guessing Random Additive Noise Decoding of Network Coded Data Transmitted over Burst Error Channels di Chatzigeorgiou, Ioannis, Savostyanov, Dmitry

Sommario: “... (T-GRAND): an algorithm that exploits statistical dependence in the occurrence of errors, complements...”
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CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis di Kang, Gyeongjin, Lee, Younggeun, Oh, Seungjun, Park, Eunbyung

Sommario: “... algorithm that adequately addresses all objectives has yet to be fully realized. In this work, we present...”
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Simultaneous Active and Passive Information Transfer for RIS-Aided MIMO Systems: Iterative Decoding and Evolution Analysis di Jiang, Wenjun, Yuan, Xiaojun

Sommario: “...-based receiver algorithm. Furthermore, we analyze the fundamental performance limit of the proposed...”
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Position-Aware Depth Decay Decoding ($D^3$): Boosting Large Language Model Inference Efficiency di Fan, Siqi, Fang, Xuezhi, Xing, Xingrun, Han, Peng, Shang, Shuo, Wang, Yequan

Sommario: “... training-free algorithm called Position-Aware Depth Decay Decoding ($D^3$), which leverages a power-law...”
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Streams and Shells Decoded: A Density-Driven Approach to Stellar Clustering in Galactic Halos with AstroLink di Ekanayaka, Viraj, Babu, Smrithi Gireesh, Oliver, William H., Lewis, Geraint F.

Sommario: “... systems in galactic halos using the density-based approach of the clustering algorithm AstroLink. While...”
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HIPPO: Accelerating Video Large Language Models Inference via Holistic-aware Parallel Speculative Decoding di Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

Sommario: “... algorithm that decouples and overlaps draft generation and target verification phases. Experiments on four...”
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ChineseEEG-2: An EEG Dataset for Multimodal Semantic Alignment and Neural Decoding during Reading and Listening di Chen, Sitong, Li, Beiqianyi, He, Cuilin, Li, Dongyang, Wu, Mingyang, Shen, Xinke, Wang, Song, Wei, Xuetao, Wang, Xindi, Wu, Haiyan, Liu, Quanying

Sommario: “... benchmarking of neural decoding algorithms and promotes brain-LLM alignment under multimodal language tasks...”
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An Efficient Implicit Neural Representation Image Codec Based on Mixed Autoregressive Model for Low-Complexity Decoding di Liu, Xiang, Chen, Jiahong, Chen, Bin, Liu, Zimo, An, Baoyi, Xia, Shu-Tao, Wang, Zhi

Sommario: “... limitations, making it challenging to apply many deep learning-based image compression algorithms...”
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A Quantum Approximate Optimization Algorithm-based Decoder Architecture for NextG Wireless Channel Codes di Kasi, Srikar, Sud, James, Jamieson, Kyle, Ravi, Gokul Subramanian

Sommario: “... processing architecture for FEC decoding, one based on the quantum approximate optimization algorithm (QAOA...”
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Decoding Cognitive Health Using Machine Learning: A Comprehensive Evaluation for Diagnosis of Significant Memory Concern di Sajid, M., Sharma, Rahul, Beheshti, Iman, Tanveer, M.

Sommario: “... and accurate assessment of SMC. The source codes of the algorithms and datasets used in this study...”
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A Factorization Identity for Twisted Multinomial Coefficients with Application to Pilot States in Hamiltonian Decoded Quantum Interferometry di Wocjan, Pawel

Sommario: “... to this identity by studying pilot state preparation in Hamiltonian Decoded Quantum Interferometry (HDQI), a...”
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Metabolic Landscape Decoding: A Machine Learning Approach to Predicting Immunotherapy Response Across Cancer Types di Cong Jin, Yuanyuan Ma, Jiali Yao, Xin Li, Tingting Ma, Li Li

Sommario: “...Metabolic Landscape Decoding: A Machine Learning Approach to Predicting Immunotherapy Response...”
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