Resultados de búsqueda - Decoding (algorithm OR algorithmicsics)

DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer por Wei, Jinfeng, Zhang, Xiaofeng

Tabla de Contenidos: “…-examines the sequence of generated tokens, allowing the algorithm to reallocate token selection to better…”
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Soft Decision Decoding of Recursive Plotkin Constructions Based on Hidden Code Words por Bossert, Martin

Tabla de Contenidos: “…. This is verified by an ML-bound for the cases where the ML performance is not known. The decoding algorithms use…”
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Adaptively Pruned Spiking Neural Networks for Energy-Efficient Intracortical Neural Decoding por Rivelli, Francesca, Popov, Martin, Kouzinopoulos, Charalampos S., Tang, Guangzhi

Tabla de Contenidos: “…-efficient intracortical neural implants. In this work, we introduce a novel adaptive pruning algorithm…”
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Federated Learning in Offline and Online EMG Decoding: A Privacy and Performance Perspective por Malcolm, Kai, Uribe, César, Yamagami, Momona

Tabla de Contenidos: “… the need for specialized algorithms designed to navigate the unique co-adaptive dynamics of sequential-user…”
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Action-List Reinforcement Learning Syndrome Decoding for Binary Linear Block Codes por Taghipour, Milad, Vasic, Bane

Tabla de Contenidos: “… reinforcement learning algorithms after the existing decoders. These approaches effectively reduces…”
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Bidirectional Decoding: Improving Action Chunking via Guided Test-Time Sampling por Liu, Yuejiang, Hamid, Jubayer Ibn, Xie, Annie, Lee, Yoonho, Du, Maximilian, Finn, Chelsea

Tabla de Contenidos: “…. To address this tradeoff, we propose Bidirectional Decoding (BID), a test-time inference algorithm…”
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Reviving Any-Subset Autoregressive Models with Principled Parallel Sampling and Speculative Decoding por Guo, Gabe, Ermon, Stefano

Tabla de Contenidos: “… distributions, via our Any-Subset Speculative Decoding (ASSD) algorithm. ASSD provably enables generation…”
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Semi-Clairvoyant Scheduling of Speculative Decoding Requests to Minimize LLM Inference Latency por Li, Ruixiao, Chen, Fahao, Li, Peng

Tabla de Contenidos: “… of verification by the LLM. In this paper, we propose a semi-clairvoyant request scheduling algorithm called Least…”
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Unique Decoding of Extended Subcodes of GRS Codes Using Error-Correcting Pairs por Li, Yang, Lu, Zhenliang, Ling, San, Zhu, Shixin, Lam, Kwok Yan

Tabla de Contenidos: “… of their $\ell$-ECPs, and further present an explicit decoding algorithm for extended Han-Zhang codes based…”
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LoPA: Scaling dLLM Inference via Lookahead Parallel Decoding por Xu, Chenkai, Jin, Yijie, Li, Jiajun, Tu, Yi, Long, Guoping, Tu, Dandan, Song, Mingcong, Si, Hongjie, Hou, Tianqi, Yan, Junchi, Deng, Zhijie

Tabla de Contenidos: “… Lookahead PArallel Decoding LoPA, a training-free, plug-and-play algorithm, to identify a superior TFO…”
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A Mixture of Experts Vision Transformer for High-Fidelity Surface Code Decoding por Nguyen, Hoang Viet, Nguyen, Manh Hung, Ta, Hoang, Vu, Van Khu, Chee, Yeow Meng

Tabla de Contenidos: “… categories. Classical algorithmic decoders provide strong and well established baselines, but may incur…”
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Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding por Li, Huayu, He, ZhengXiao, Tian, Siyuan, Wen, Jinghao, Li, Ao

Tabla de Contenidos: “…, we leverage Martingale theory to design a theoretically-grounded algorithm. Our approach replaces…”
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DySCO: Dynamic Attention-Scaling Decoding for Long-Context Language Models por Ye, Xi, Zhang, Wuwei, Yin, Fangcong, Yen, Howard, Chen, Danqi

Tabla de Contenidos: “… context throughout decoding. In this work, we propose DYSCO, a novel decoding algorithm for improving long…”
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The Model Knows, the Decoder Finds: Future Value Guided Particle Power Sampling por Nguyen, Tu, Zimmer, Matthieu, Tutunov, Rasul, Ji, Xiaotong, Ammar, Haitham Bou

Tabla de Contenidos: “… (APPS), a blockwise particle algorithm for approximating the sequence-level power target with a bounded…”
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Pan‐Modification Proteoformics: A Framework for Decoding Proteomic Complexity in Health and Disease por Yang Yang, Wenzhi Guo, Jing‐Hua Yang

Tabla de Contenidos: “…Pan‐Modification Proteoformics: A Framework for Decoding Proteomic Complexity in Health and Disease…”
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Artificial Intelligence-Assisted Visualized Microspheres for Biochemical Analysis: From Encoding to Decoding. por Zhou, Yang, Lu, Peng, Chen, Yiping

Tabla de Contenidos: “… to Decoding. Zhou, Yang Lu, Peng Chen, Yiping Humans Artificial Intelligence Biosensing Techniques…”
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Efficient Low-Memory Fast Stack Decoding with Variance Polarization for PAC Codes por Moradi, Mohsen, Mahdavifar, Hessam

Tabla de Contenidos: “…. In this paper, we propose an enhanced stack decoding algorithm for PAC codes that significantly improves…”
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Language Drift in Multilingual Retrieval-Augmented Generation: Characterization and Decoding-Time Mitigation por Li, Bo, Xu, Zhenghua, Xie, Rui

Tabla de Contenidos: “… this, we propose Soft Constrained Decoding (SCD), a lightweight, training-free decoding strategy…”
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Fast-Decoding Diffusion Language Models via Progress-Aware Confidence Schedules por Mohamed, Amr, Zhang, Yang, Vazirgiannis, Michalis, Shang, Guokan

Tabla de Contenidos: “…-agnostic early-exit algorithm that aggregates full-span logit margins and halts decoding once a smooth…”
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Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass por Shen, Ethan, Fan, Alan, Pratt, Sarah M., Park, Jae Sung, Wallingford, Matthew, Kakade, Sham M., Holtzman, Ari, Krishna, Ranjay, Farhadi, Ali, Kusupati, Aditya

Tabla de Contenidos: “… the computation cost of running $k$ inference passes, we propose Superposed Decoding, a new decoding algorithm…”
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