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

GFM-Planner: Perception-Aware Trajectory Planning with Geometric Feature Metric di Lin, Yue, Zhang, Xiaoxuan, Liu, Yang, Wang, Dong, Lu, Huchuan

Sommario: “... (MEM) to efficiently store GFM values across the environment. A constant-time decoding algorithm...”
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Exploiting Movable Antennas in NOMA Networks: Joint Beamforming, Power Allocation and Antenna Position Optimization di Zhou, Yufeng, Chen, Wen, Wu, Qingqing, Zhu, Xusheng, Li, Zhendong, Wang, Kunlun, Wu, Qiong

Sommario: “...) and users are equipped with MA, and a predetermined successive interference cancellation (SIC) decoding...”
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LCS-CTC: Leveraging Soft Alignments to Enhance Phonetic Transcription Robustness di Ye, Zongli, Lian, Jiachen, Gupta, Akshaj, Zhou, Xuanru, Li, Haodong, Patel, Krish, Park, Hwi Joo, Zhou, Dingkun, Guo, Chenxu, Li, Shuhe, Wang, Sam, Zhou, Iris, Cho, Cheol Jun, Ezzes, Zoe, Vonk, Jet M. J., Morin, Brittany T., Bogley, Rian, Wauters, Lisa, Miller, Zachary A., Gorno-Tempini, Maria Luisa, Anumanchipalli, Gopala

Sommario: “... recognition that combines a similarity-aware local alignment algorithm with a constrained CTC training...”
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Fast Inference via Hierarchical Speculative Decoding di Mohri, Clara, Kaplan, Haim, Schuster, Tal, Mansour, Yishay, Globerson, Amir

Sommario: “... to the number of tokens generated. Speculative decoding reduces this latency without sacrificing output quality...”
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Assessing the Information Content of Individual Spikes in Population-Level Models of Neural Spiking Activity di Ghahari, Azar, Eden, Uri T.

Sommario: “...In the last decade, there have been major advances in clusterless decoding algorithms for neural...”
Testo

Extended Gabidulin-Kronecker Product Codes and Their Application to Cryptosystems di Sun, Zhe, Lau, Terry Shue Chien, Zhao, Mengying, Zhou, Zimeng, Fu, Fang-Wei

Sommario: “... a decoding algorithm that directly retrieves the codeword without recovering the error vector, thus...”
Testo

Coding for Gaussian Two-Way Channels: Linear and Learning-Based Approaches di Kim, Junghoon, Kim, Taejoon, Das, Anindya Bijoy, Hosseinalipour, Seyyedali, Love, David J., Brinton, Christopher G.

Sommario: “... reliability. We then propose an efficient algorithm for joint encoder/decoder design. For learning-based...”
Testo

Iterative Neural Rollback Chase-Pyndiah Decoding di Artemasov, Dmitry, Nesterenkov, Oleg, Andreev, Kirill, Rybin, Pavel, Frolov, Alexey

Sommario: “...Iterative decoding is essential in modern communication systems, especially optical communications...”
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Toward Uncertainty-Aware and Generalizable Neural Decoding for Quantum LDPC Codes di Mi, Xiangjun, Mueller, Frank

Sommario: “...Quantum error correction (QEC) is essential for scalable quantum computing, yet decoding errors via...”
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FairBatching: Fairness-Aware Batch Formation for LLM Inference di Lyu, Hongtao, Liu, Boyue, Wu, Mingyu, Chen, Haibo

Sommario: “... violations. Its fair and dynamic batch formation algorithm breaks away from the decode-prioritizing paradigm...”
Testo

Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation di Cheng, Long, Zhao, Ritchie, Liu, Timmy, Li, Mindy, Qiao, Xianjie, Duan, Kefeng, Chen, Yu-Jung, Chen, Xiaoming, Rouhani, Bita Darvish, Yang, June

Sommario: “...Sparse-attention decoders rely on exact Top-K selection to choose the most important key-value...”
Testo

VeriCache: Turning Lossy KV Cache into Lossless LLM Inference di Yao, Jiayi, Shen, Samuel, Du, Kuntai, Feng, Shaoting, Seo, Dongjoo, Zhang, Rui, Huang, Yuyang, Liu, Yuhan, Lu, Shan, Jiang, Junchen

Sommario: “... the high decoding throughput of a range of KV cache compression algorithms. VeriCache uses the compressed...”
Testo

Implementation and Optimization of HQC Decoding on NPU-Integrated Devices di Chau, Vu Minh, Kiet, Nguyen Ngoc, Minh, Pham Quang, Ngoc, Mai Xuan, Anh, Nguyen Duc, Ta, Hoang

Sommario: “...-based key-encapsulation mechanism, providing algorithmic diversity alongside lattice-based post-quantum...”
Testo

Facilitating Practical Fault-tolerant Quantum Computing Based on Color Codes di Zhang, Jiaxuan, Wu, Yu-Chun, Guo, Guo-Ping

Sommario: “... surgery, and gives an efficient decoding algorithm, which is crucial for performing logical operations...”
Testo

Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling di Luo, Xianzhen, Wang, Yixuan, Zhu, Qingfu, Zhang, Zhiming, Zhang, Xuanyu, Yang, Qing, Xu, Dongliang

Sommario: “... decoding represents a lossless approach to accelerate inference through a guess-and-verify paradigm. Some...”
Testo

Towards High-Speed Passive Visible Light Communication with Event Cameras and Digital Micro-Mirrors di Wang, Yanxiang, Shen, Yiran, Xu, Kenuo, Zhao, Guangrong, Hassan, Mahbub, Xu, Chenren, Hu, Wen

Sommario: “.... For the event camera, we introduce event processing algorithms to detect numerous channels and decode bits from...”
Testo

Single-word Auditory Attention Decoding Using Deep Learning Model di Nguyen, Nhan Duc Thanh, Phan, Huy, Mikkelsen, Kaare, Kidmose, Preben

Sommario: “..., is known as auditory attention decoding (AAD). The majority of AAD algorithms utilize the so-called...”
Testo

Trajectory Prediction for Autonomous Driving using Agent-Interaction Graph Embedding di Samiuddin, Jilan, Boulet, Benoit, Wu, Di

Sommario: “... sequential Gated Recurrent Unit decoder network uses the embedding of the current timestamp to get...”
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CRANE: Reasoning with constrained LLM generation di Banerjee, Debangshu, Suresh, Tarun, Ugare, Shubham, Misailovic, Sasa, Singh, Gagandeep

Sommario: “... on these theoretical insights, we propose a reasoning-augmented constrained decoding algorithm, CRANE, which...”
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Volume-Wise Task fMRI Decoding with Deep Learning:Enhancing Temporal Resolution and Cognitive Function Analysis di Wu, Yueyang, Yang, Sinan, Wang, Yanming, He, Jiajie, Pathan, Muhammad Mohsin, Qiu, Bensheng, Wang, Xiaoxiao

Sommario: “... (tfMRI) decoding has led to significant advancements. However,most studies remain constrained...”
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