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

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

Table of Contents: “…), 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 by Cheng, Yunfei, Zhang, Aonan, Zhang, Xuanyu, Wang, Chong, Wang, Yi

Table of Contents: “… 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 by Wang, Hankun, Du, Chenpeng, Guo, Yiwei, Wang, Shuai, Chen, Xie, Yu, Kai

Table of Contents: “… 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 by Eggerickx, Quinten, Wills, Adam, Lin, Ting-Chun, De Greve, Kristiaan, Hsieh, Min-Hsiu

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

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

Table of Contents: “… 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 by Fu, Yichao, Bailis, Peter, Stoica, Ion, Zhang, Hao

Table of Contents: “…, 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 by Han, Woo Kyoung, Im, Sunghoon, Kim, Jaedeok, Jin, Kyong Hwan

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

Table of Contents: “…. 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 by Wang, Ziyao, Azmat, Muneeza, Li, Ang, Horesh, Raya, Yurochkin, Mikhail

Table of Contents: “… 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 by Wang, Hongbin, Jia, Zhihong, Shen, Yuanzhong, Wang, Ziwei, Li, Siyang, Shu, Kai, Hu, Feng, Wu, Dongrui

Table of Contents: “… 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 by Chen, Ziyu, Jiang, Xinbei, Sun, Peng, Lin, Tao

Table of Contents: “… 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 by Ee, Yeo Keat, Roy, Debaditya, Li, Chen, Zhang, Hao, Fernando, Basura

Table of Contents: “… 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 by Zhu, Wenhao, Liu, Sizhe, Huang, Shujian, She, Shuaijie, Wendler, Chris, Chen, Jiajun

Table of Contents: “…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 by Ringel, Liran, Ali, Ameen, Romano, Yaniv

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

Table of Contents: “…, 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 by Gu, Shouzhen, Soleimanifar, Mehdi

Table of Contents: “…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 by Hong, Feng, Yu, Geng, Ye, Yushi, Huang, Haicheng, Zheng, Huangjie, Zhang, Ya, Wang, Yanfeng, Yao, Jiangchao

Table of Contents: “…-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 by Ashvinkumar, Vikrant, Habib, Mursalin, Srivastava, Shashank

Table of Contents: “… 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 by Wills, Adam, Lin, Ting-Chun, Zhang, Rachel Yun, Hsieh, Min-Hsiu

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