Suchergebnisse - Decoding ((algorithmics OR algorithmicsics) OR algorithm)

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

Inhaltsangabe: “… ), 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 von Cheng, Yunfei, Zhang, Aonan, Zhang, Xuanyu, Wang, Chong, Wang, Yi

Inhaltsangabe: “… 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 von Wang, Hankun, Du, Chenpeng, Guo, Yiwei, Wang, Shuai, Chen, Xie, Yu, Kai

Inhaltsangabe: “… 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 von Eggerickx, Quinten, Wills, Adam, Lin, Ting-Chun, De Greve, Kristiaan, Hsieh, Min-Hsiu

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

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

Inhaltsangabe: “… 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 von Fu, Yichao, Bailis, Peter, Stoica, Ion, Zhang, Hao

Inhaltsangabe: “… , 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 von Han, Woo Kyoung, Im, Sunghoon, Kim, Jaedeok, Jin, Kyong Hwan

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

Inhaltsangabe: “… . 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 von Wang, Ziyao, Azmat, Muneeza, Li, Ang, Horesh, Raya, Yurochkin, Mikhail

Inhaltsangabe: “… 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 von Wang, Hongbin, Jia, Zhihong, Shen, Yuanzhong, Wang, Ziwei, Li, Siyang, Shu, Kai, Hu, Feng, Wu, Dongrui

Inhaltsangabe: “… 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 von Chen, Ziyu, Jiang, Xinbei, Sun, Peng, Lin, Tao

Inhaltsangabe: “… 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 von Ee, Yeo Keat, Roy, Debaditya, Li, Chen, Zhang, Hao, Fernando, Basura

Inhaltsangabe: “… 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 von Zhu, Wenhao, Liu, Sizhe, Huang, Shujian, She, Shuaijie, Wendler, Chris, Chen, Jiajun

Inhaltsangabe: “… 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 von Ringel, Liran, Ali, Ameen, Romano, Yaniv

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

Inhaltsangabe: “… , 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 von Gu, Shouzhen, Soleimanifar, Mehdi

Inhaltsangabe: “… 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 von Hong, Feng, Yu, Geng, Ye, Yushi, Huang, Haicheng, Zheng, Huangjie, Zhang, Ya, Wang, Yanfeng, Yao, Jiangchao

Inhaltsangabe: “… -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 von Ashvinkumar, Vikrant, Habib, Mursalin, Srivastava, Shashank

Inhaltsangabe: “… 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 von Wills, Adam, Lin, Ting-Chun, Zhang, Rachel Yun, Hsieh, Min-Hsiu

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