Risultati della ricerca - (coding OR Decoding) (algorithm OR algorithmsssic)

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

Sommario: “... 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 di Son, Seongho, Bankes, William, Yoon, Sangwoong, Ramesh, Shyam Sundhar, Tang, Xiaohang, Bogunovic, Ilija

Sommario: “...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 di Dai, Yuntao, Wu, Jing, Gu, Hang, Wang, Teng

Sommario: “... 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 di Yang, Yilin, Lee, Stefan, Tadepalli, Prasad

Sommario: “... 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 di Li, Yiwei, Mi, Fei, Li, Yitong, Wang, Yasheng, Sun, Bin, Feng, Shaoxiong, Li, Kan

Sommario: “... 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 di Kim, Sung-Jin, Lee, Dae-Hyeok, Han, Hyeon-Taek

Sommario: “... 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 di Jinnai, Yuu, Ariu, Kaito

Sommario: “... 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 di Kilgallen, Jack, Pearlmutter, Barak, Siskind, Jeffery Mark

Sommario: “... 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 di Hou, Yunlong, Zhang, Fengzhuo, Du, Cunxiao, Zhang, Xuan, Pan, Jiachun, Pang, Tianyu, Du, Chao, Tan, Vincent Y. F., Yang, Zhuoran

Sommario: “...-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 di Pynadath, Patrick, Zhang, Ruqi

Sommario: “... 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 di Qian, Yu-Yang, Wu, Hao-Cong, Fu, Yichao, Zhang, Hao, Zhao, Peng

Sommario: “...'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 di Wu, Yangchao, Qin, Zongyue, Wong, Alex, Soatto, Stefano

Sommario: “... 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 di Zhong, Linfeng, Xu, Songqiang, Wen, Huifeng, Xie, Tong, Guo, Qingyu, Wang, Yuan, Li, Meng

Sommario: “... 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 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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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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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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