Suchergebnisse - (coding OR Decoding) algorithm

Decision-tree decoders for general quantum LDPC codes von Ott, Kai R., Hetényi, Bence, Beverland, Michael E.

Inhaltsangabe: “… correction. We propose two explicit DTD algorithms that can be applied to any qLDPC code: (1) A provable …”
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Robust Multi-Objective Controlled Decoding of Large Language Models von Son, Seongho, Bankes, William, Yoon, Sangwoong, Ramesh, Shyam Sundhar, Tang, Xiaohang, Bogunovic, Ilija

Inhaltsangabe: “… We introduce Robust Multi-Objective Decoding (RMOD), a novel inference-time algorithm that robustly …”
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Accelerating OpenPangu Inference on NPU via Speculative Decoding von Dai, Yuntao, Wu, Jing, Gu, Hang, Wang, Teng

Inhaltsangabe: “… algorithms on domestic infrastructure, this study presents an end-to-end speculative inference acceleration …”
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Language-Informed Beam Search Decoding for Multilingual Machine Translation von Yang, Yilin, Lee, Stefan, Tadepalli, Prasad

Inhaltsangabe: “… search. We then propose Language-informed Beam Search (LiBS), a general decoding algorithm incorporating …”
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Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation von Li, Yiwei, Mi, Fei, Li, Yitong, Wang, Yasheng, Sun, Bin, Feng, Shaoxiong, Li, Kan

Inhaltsangabe: “… to adjust the decoding process in a unified framework. Besides, our adaptive algorithm can not only be used …”
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Dataset Refinement for Improving the Generalization Ability of the EEG Decoding Model von Kim, Sung-Jin, Lee, Dae-Hyeok, Han, Hyeon-Taek

Inhaltsangabe: “… in the EEG dataset. In this paper, we addressed this issue by designing a dataset refinement algorithm …”
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Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding von Jinnai, Yuu, Ariu, Kaito

Inhaltsangabe: “… is the medoid identification problem. AMBR uses the Correlated Sequential Halving (CSH) algorithm (Baharav …”
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Learning Exemplar Representations in Single-Trial EEG Category Decoding von Kilgallen, Jack, Pearlmutter, Barak, Siskind, Jeffery Mark

Inhaltsangabe: “… the training and testing sets, almost any classification algorithm is capable of learning the representation …”
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BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms von Hou, Yunlong, Zhang, Fengzhuo, Du, Cunxiao, Zhang, Xuan, Pan, Jiachun, Pang, Tianyu, Du, Chao, Tan, Vincent Y. F., Yang, Zhuoran

Inhaltsangabe: “… -based hyperparameter selection algorithms, UCBSpec and EXP3Spec, are designed and analyzed in terms of a …”
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Controlled LLM Decoding via Discrete Auto-regressive Biasing von Pynadath, Patrick, Zhang, Ruqi

Inhaltsangabe: “… controlled decoding algorithm that leverages gradients while operating entirely in the discrete text domain …”
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When Drafts Evolve: Speculative Decoding Meets Online Learning von Qian, Yu-Yang, Wu, Hao-Cong, Fu, Yichao, Zhang, Hao, Zhao, Peng

Inhaltsangabe: “… 's acceleration rate, and develop novel algorithms via modern online learning techniques, including optimistic …”
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STree: Speculative Tree Decoding for Hybrid State-Space Models von Wu, Yangchao, Qin, Zongyue, Wong, Alex, Soatto, Stefano

Inhaltsangabe: “… scalable algorithm to perform tree-based speculative decoding in state-space models (SSMs) and hybrid …”
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SpecMamba: Accelerating Mamba Inference on FPGA with Speculative Decoding von Zhong, Linfeng, Xu, Songqiang, Wen, Huifeng, Xie, Tong, Guo, Qingyu, Wang, Yuan, Li, Meng

Inhaltsangabe: “… features system, algorithm, and hardware co-design. At the system level, we present a memory-aware hybrid …”
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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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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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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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