Suchergebnisse - Decoding (algorithmics OR algorithm)

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

Inhaltsangabe: “… 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 von Xia, Qiqing, Xie, Huiqin, Yang, Li

Inhaltsangabe: “… 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 von Yang, Jingyi, Chen, Guanxu, Hu, Xuhao, Shao, Jing

Inhaltsangabe: “… 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 von Kaya, Zeyneb N., Ghosh, Souvick

Inhaltsangabe: “… , 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 von Du, Hangyu, Chew, Chee-Meng

Inhaltsangabe: “… 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 von Yi, Hanling, Lin, Feng, Li, Hongbin, Ning, Peiyang, Yu, Xiaotian, Xiao, Rong

Inhaltsangabe: “… 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 von Xu, Nan, Ma, Xuezhe

Inhaltsangabe: “… 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 von S. Anitha, R. Neelakandan

Inhaltsangabe: “… 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 von Chatzigeorgiou, Ioannis, Savostyanov, Dmitry

Inhaltsangabe: “… (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 von Kang, Gyeongjin, Lee, Younggeun, Oh, Seungjun, Park, Eunbyung

Inhaltsangabe: “… 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 von Jiang, Wenjun, Yuan, Xiaojun

Inhaltsangabe: “… -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 von Fan, Siqi, Fang, Xuezhi, Xing, Xingrun, Han, Peng, Shang, Shuo, Wang, Yequan

Inhaltsangabe: “… 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 von Ekanayaka, Viraj, Babu, Smrithi Gireesh, Oliver, William H., Lewis, Geraint F.

Inhaltsangabe: “… 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 von Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

Inhaltsangabe: “… 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 von Chen, Sitong, Li, Beiqianyi, He, Cuilin, Li, Dongyang, Wu, Mingyang, Shen, Xinke, Wang, Song, Wei, Xuetao, Wang, Xindi, Wu, Haiyan, Liu, Quanying

Inhaltsangabe: “… 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 von Liu, Xiang, Chen, Jiahong, Chen, Bin, Liu, Zimo, An, Baoyi, Xia, Shu-Tao, Wang, Zhi

Inhaltsangabe: “… 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 von Kasi, Srikar, Sud, James, Jamieson, Kyle, Ravi, Gokul Subramanian

Inhaltsangabe: “… 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 von Sajid, M., Sharma, Rahul, Beheshti, Iman, Tanveer, M.

Inhaltsangabe: “… 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 von Wocjan, Pawel

Inhaltsangabe: “… 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 von Cong Jin, Yuanyuan Ma, Jiali Yao, Xin Li, Tingting Ma, Li Li

Inhaltsangabe: “… Metabolic Landscape Decoding: A Machine Learning Approach to Predicting Immunotherapy Response …”
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