Resultados de búsqueda - Decoding (algorithm OR (algorithmics OR algorithmssicics))

Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs por Sen, Jaydip, Sengupta, Saptarshi, Dasgupta, Subhasis

Tabla de Contenidos: “…), focusing on enhancing the Locally Typical Sampling (LTS) algorithm. Traditional decoding methods…”
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Recurrent Drafter for Fast Speculative Decoding in Large Language Models por Cheng, Yunfei, Zhang, Aonan, Zhang, Xuanyu, Wang, Chong, Wang, Yi

Tabla de Contenidos: “… on LLM's hidden states, (2) applying a dynamic tree attention algorithm over beam search results…”
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Attention-Constrained Inference for Robust Decoder-Only Text-to-Speech por Wang, Hankun, Du, Chenpeng, Guo, Yiwei, Wang, Shuai, Chen, Xie, Yu, Kai

Tabla de Contenidos: “… algorithm and then applies constraining masks on AEAMs. Our experimental results on decoder-only TTS model…”
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Almost Linear Decoder for Optimal Geometrically Local Quantum Codes por Eggerickx, Quinten, Wills, Adam, Lin, Ting-Chun, De Greve, Kristiaan, Hsieh, Min-Hsiu

Tabla de Contenidos: “… on the generalized Union-Find algorithm. …”
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Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models por Ye, Haotian, Jain, Himanshu, You, Chong, Suresh, Ananda Theertha, Lin, Haowei, Zou, James, Yu, Felix

Tabla de Contenidos: “…. This paper introduces Dynamic Importance Sampling for Constrained Decoding (DISC) with GPU-based Parallel…”
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Biomimetic Metamaterial-based Interface for Decoding Heterogeneous Mechanodermal Activity por Xu, Muzi, Zhang, Jiaqi, Dong, Chaoqun, Zhang, Zibo, Li, Duanyang, Yi, Wentian, Zou, Miaomiao, Tang, Chenyu, Malliaras, George G., Occhipinti, Luigi G.

Tabla de Contenidos: “… various scenarios. Combined with bespoke algorithms, the wireless BMMI device decodes MDA accurately…”
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Break the Sequential Dependency of LLM Inference Using Lookahead Decoding por Fu, Yichao, Bailis, Peter, Stoica, Ion, Zhang, Hao

Tabla de Contenidos: “…, parallel decoding algorithm that accelerates LLM decoding without needing auxiliary models or data stores…”
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JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients por Han, Woo Kyoung, Im, Sunghoon, Kim, Jaedeok, Jin, Kyong Hwan

Tabla de Contenidos: “… representation with continuous cosine formulation. The JPEG algorithm significantly quantizes discrete cosine…”
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From Memory Traces to Surface Chemistry: Decoding REDOX Reactions por Silva, Ana Luiza Costa, Silva, Rafael Schio Wengenroth, Moisés, Lucas Augusto, Chiquito, Adenilson José, de Godoy, Marcio Peron Franco, Hartmann, Fabian, Lopez-Richard, Victor

Tabla de Contenidos: “…. When combined with advanced algorithms for pattern recognition, allow the analysis of complex switching…”
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Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding por Wang, Ziyao, Azmat, Muneeza, Li, Ang, Horesh, Raya, Yurochkin, Mikhail

Tabla de Contenidos: “… introduce a novel Collaborative Speculative Decoding (CoSD) algorithm that enables efficient LLM knowledge…”
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SACM: SEEG-Audio Contrastive Matching for Chinese Speech Decoding por Wang, Hongbin, Jia, Zhihong, Shen, Yuanzhong, Wang, Ziwei, Li, Siyang, Shu, Kai, Hu, Feng, Wu, Dongrui

Tabla de Contenidos: “… decoding algorithms. Stereo-electroencephalography (SEEG) and synchronized audio data were collected from…”
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Optimizing Decoding Paths in Masked Diffusion Models by Quantifying Uncertainty por Chen, Ziyu, Jiang, Xinbei, Sun, Peng, Lin, Tao

Tabla de Contenidos: “… propose two algorithms designed to optimize the decoding path: a post-hoc selection method and a real-time…”
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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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Linear-Time Encodable and Decodable Quantum Error-Correcting Codes por Wills, Adam, Lin, Ting-Chun, Zhang, Rachel Yun, Hsieh, Min-Hsiu

Tabla de Contenidos: “…. The classical decoding algorithms also run in logarithmic depth and use $\mathcal{O}(n \log n)$ gates…”
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