Resultados de búsqueda - (encoding OR Decoding) (algorithmicsics OR (algorithm OR (algorithm OR algorithm)))

Improving Temporal Action Segmentation via Constraint-Aware Decoding por Ee, Yeo Keat, Roy, Debaditya, Li, Chen, Zhang, Hao, Fernando, Basura

Tabla de Contenidos: “… modified Viterbi decoding algorithm, allowing inference-time refinement without retraining or added model…”
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Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping por Zhu, Wenhao, Liu, Sizhe, Huang, Shujian, She, Shuaijie, Wendler, Chris, Chen, Jiajun

Tabla de Contenidos: “…Decoding by contrasting layers (DoLa), is designed to improve the generation quality of large…”
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Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models por Ringel, Liran, Ali, Ameen, Romano, Yaniv

Tabla de Contenidos: “… selection algorithm identifies positions with bounded cumulative dependency for simultaneous unmasking…”
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OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure por Wang, Jikai, Su, Yi, Li, Juntao, Xia, Qingrong, Ye, Zi, Duan, Xinyu, Wang, Zhefeng, Zhang, Min

Tabla de Contenidos: “…, an algorithm to construct adaptive and scalable draft trees. It searches the optimal tree structure…”
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Power and Limitations of Linear Programming Decoder for Quantum LDPC Codes por Gu, Shouzhen, Soleimanifar, Mehdi

Tabla de Contenidos: “…Decoding quantum error-correcting codes is a key challenge in enabling fault-tolerant quantum…”
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Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs por Hong, Feng, Yu, Geng, Ye, Yushi, Huang, Haicheng, Zheng, Huangjie, Zhang, Ya, Wang, Yanfeng, Yao, Jiangchao

Tabla de Contenidos: “…-In, Narrow-Out (WINO), a training-free decoding algorithm that enables revokable decoding in DLLMs. WINO…”
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Algorithmic Improvements to List Decoding of Folded Reed-Solomon Codes por Ashvinkumar, Vikrant, Habib, Mursalin, Srivastava, Shashank

Tabla de Contenidos: “… decoding capacity. In this work, we give improved deterministic and randomized algorithms for list decoding…”
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Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification por Wang, Jikai, Tian, Zhenxu, Li, Juntao, Xia, Qingrong, Duan, Xinyu, Wang, Zhefeng, Huai, Baoxing, Zhang, Min

Tabla de Contenidos: “… costs. In this paper, we present a training-free alignment-augmented speculative decoding algorithm. We…”
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CLaSp: In-Context Layer Skip for Self-Speculative Decoding por Chen, Longze, Shan, Renke, Wang, Huiming, Wang, Lu, Liu, Ziqiang, Luo, Run, Wang, Jiawei, Alinejad-Rokny, Hamid, Yang, Min

Tabla de Contenidos: “… model. Specifically, we develop a dynamic programming algorithm that optimizes the layer-skipping…”
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Graph Neural Networks for Enhanced Decoding of Quantum LDPC Codes por Gong, Anqi, Cammerer, Sebastian, Renes, Joseph M.

Tabla de Contenidos: “…-check (LDPC) codes. The proposed algorithm is composed of classical belief propagation (BP) decoding…”
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Plato: Plan to Efficiently Decode for Large Language Model Inference por Jin, Shuowei, Liu, Xueshen, Wu, Yongji, Zheng, Haizhong, Zhang, Qingzhao, Prakash, Atul, Lentz, Matthew, Zhuo, Danyang, Qian, Feng, Mao, Z. Morley

Tabla de Contenidos: “…-problems as independent. We propose Plato, a novel approach that co-designs algorithms and systems…”
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Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit por Bouzoubaa, Layla, Aghakhani, Elham, Song, Max, Trinh, Minh, Rezapour, Rezvaneh

Tabla de Contenidos: “…, Quality, Safety). Using various multi-label classification algorithms on a set of annotated data, we show…”
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Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff por Holsman, Maximilian, Huang, Yukun, Dhingra, Bhuwan

Tabla de Contenidos: “… Speculative Decoding (FSD) - a decoding algorithm that generalizes SD by accepting candidate tokens based…”
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Let it Calm: Exploratory Annealed Decoding for Verifiable Reinforcement Learning por Yang, Chenghao, Gui, Lin, Yang, Chenxiao, Veitch, Victor, Zhang, Lizhu, Zhao, Zhuokai

Tabla de Contenidos: “… Annealed Decoding (EAD), grounded in the insight that exploration is most impactful on early tokens which…”
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DART: Diffusion-Inspired Speculative Decoding for Fast LLM Inference por Liu, Fuliang, Li, Xue, Zhao, Ketai, Gao, Yinxi, Zhou, Ziyan, Zhang, Zhonghui, Wang, Zhibin, Dou, Wanchun, Zhong, Sheng, Tian, Chen

Tabla de Contenidos: “… algorithm that constructs high-quality draft token trees with N-gram-enforced semantic continuity. DART…”
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Stopping Computation for Converged Tokens in Masked Diffusion-LM Decoding por Oba, Daisuke, Bollegala, Danushka, Kaneko, Masahiro, Okazaki, Naoaki

Tabla de Contenidos: “… algorithmic FLOPs by 30--50% relative to the same sampler without locking, while maintaining comparable…”
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Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs por Lu, Haiquan, Chen, Zigeng, Fang, Gongfan, Ma, Xinyin, Wang, Xinchao

Tabla de Contenidos: “…-Quant combines phase-aware algorithmic quantization with hardware-efficient NVFP4 execution to alleviate…”
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Best-First Ordered Statistics Decoding of Quantum LDPC Codes por Banfi, Michele, Ferrari, Marco, Favano, Antonino, Tarable, Alberto, Barletta, Luca

Tabla de Contenidos: “…Belief Propagation (BP) followed by Ordered Statistics Decoding (OSD) has emerged as the gold…”
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An updated efficient galaxy morphology classification model based on ConvNeXt encoding with UMAP dimensionality reduction por Fang, Guanwen, Zhu, Shiwei, Xu, Jun, Lu, Shiying, Zhou, Chichun, Dai, Yao, Lin, Zesen, Kong, Xu

Tabla de Contenidos: “… from 50 in the original framework), achieving significant computational savings. The 20 algorithmically…”
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High Throughput Polar Code Decoders with Information Bottleneck Quantization por Kestel, Claus, Johannsen, Lucas, Wehn, Norbert

Tabla de Contenidos: “… one publication that is not based on the state-of-the-art Fast-SSC decoding algorithm, and only…”
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