Search Results - Decoding (algorithmics OR (algorithm OR algorithm))

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

Table of Contents: “…-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 by Bossert, Martin

Table of Contents: “…. 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 by Rivelli, Francesca, Popov, Martin, Kouzinopoulos, Charalampos S., Tang, Guangzhi

Table of Contents: “…-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 by Malcolm, Kai, Uribe, César, Yamagami, Momona

Table of Contents: “… 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 by Taghipour, Milad, Vasic, Bane

Table of Contents: “… 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 by Liu, Yuejiang, Hamid, Jubayer Ibn, Xie, Annie, Lee, Yoonho, Du, Maximilian, Finn, Chelsea

Table of Contents: “…. 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 by Guo, Gabe, Ermon, Stefano

Table of Contents: “… 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 by Li, Ruixiao, Chen, Fahao, Li, Peng

Table of Contents: “… 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 by Li, Yang, Lu, Zhenliang, Ling, San, Zhu, Shixin, Lam, Kwok Yan

Table of Contents: “… 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 by Xu, Chenkai, Jin, Yijie, Li, Jiajun, Tu, Yi, Long, Guoping, Tu, Dandan, Song, Mingcong, Si, Hongjie, Hou, Tianqi, Yan, Junchi, Deng, Zhijie

Table of Contents: “… 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 by Nguyen, Hoang Viet, Nguyen, Manh Hung, Ta, Hoang, Vu, Van Khu, Chee, Yeow Meng

Table of Contents: “… 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 by Li, Huayu, He, ZhengXiao, Tian, Siyuan, Wen, Jinghao, Li, Ao

Table of Contents: “…, 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 by Ye, Xi, Zhang, Wuwei, Yin, Fangcong, Yen, Howard, Chen, Danqi

Table of Contents: “… 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 by Nguyen, Tu, Zimmer, Matthieu, Tutunov, Rasul, Ji, Xiaotong, Ammar, Haitham Bou

Table of Contents: “… (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 by Yang Yang, Wenzhi Guo, Jing‐Hua Yang

Table of Contents: “…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. by Zhou, Yang, Lu, Peng, Chen, Yiping

Table of Contents: “… 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 by Moradi, Mohsen, Mahdavifar, Hessam

Table of Contents: “…. 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 by Li, Bo, Xu, Zhenghua, Xie, Rui

Table of Contents: “… 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 by Mohamed, Amr, Zhang, Yang, Vazirgiannis, Michalis, Shang, Guokan

Table of Contents: “…-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 by Shen, Ethan, Fan, Alan, Pratt, Sarah M., Park, Jae Sung, Wallingford, Matthew, Kakade, Sham M., Holtzman, Ari, Krishna, Ranjay, Farhadi, Ali, Kusupati, Aditya

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