Risultati della ricerca - Decoding ((algorithm OR algorithmssic) OR algorithmics)

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

Sommario: “...), 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 di Cheng, Yunfei, Zhang, Aonan, Zhang, Xuanyu, Wang, Chong, Wang, Yi

Sommario: “... 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 di Wang, Hankun, Du, Chenpeng, Guo, Yiwei, Wang, Shuai, Chen, Xie, Yu, Kai

Sommario: “... 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 di Eggerickx, Quinten, Wills, Adam, Lin, Ting-Chun, De Greve, Kristiaan, Hsieh, Min-Hsiu

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

Sommario: “.... 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 di Xu, Muzi, Zhang, Jiaqi, Dong, Chaoqun, Zhang, Zibo, Li, Duanyang, Yi, Wentian, Zou, Miaomiao, Tang, Chenyu, Malliaras, George G., Occhipinti, Luigi G.

Sommario: “... 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 di Fu, Yichao, Bailis, Peter, Stoica, Ion, Zhang, Hao

Sommario: “..., 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 di Han, Woo Kyoung, Im, Sunghoon, Kim, Jaedeok, Jin, Kyong Hwan

Sommario: “... 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 di Silva, Ana Luiza Costa, Silva, Rafael Schio Wengenroth, Moisés, Lucas Augusto, Chiquito, Adenilson José, de Godoy, Marcio Peron Franco, Hartmann, Fabian, Lopez-Richard, Victor

Sommario: “.... 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 di Wang, Ziyao, Azmat, Muneeza, Li, Ang, Horesh, Raya, Yurochkin, Mikhail

Sommario: “... 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 di Wang, Hongbin, Jia, Zhihong, Shen, Yuanzhong, Wang, Ziwei, Li, Siyang, Shu, Kai, Hu, Feng, Wu, Dongrui

Sommario: “... 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 di Chen, Ziyu, Jiang, Xinbei, Sun, Peng, Lin, Tao

Sommario: “... 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 di Ee, Yeo Keat, Roy, Debaditya, Li, Chen, Zhang, Hao, Fernando, Basura

Sommario: “... 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 di Zhu, Wenhao, Liu, Sizhe, Huang, Shujian, She, Shuaijie, Wendler, Chris, Chen, Jiajun

Sommario: “...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 di Ringel, Liran, Ali, Ameen, Romano, Yaniv

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

Sommario: “..., 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 di Gu, Shouzhen, Soleimanifar, Mehdi

Sommario: “...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 di Hong, Feng, Yu, Geng, Ye, Yushi, Huang, Haicheng, Zheng, Huangjie, Zhang, Ya, Wang, Yanfeng, Yao, Jiangchao

Sommario: “...-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 di Ashvinkumar, Vikrant, Habib, Mursalin, Srivastava, Shashank

Sommario: “... 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 di Wills, Adam, Lin, Ting-Chun, Zhang, Rachel Yun, Hsieh, Min-Hsiu

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