Suchergebnisse - decoding (algorithm OR algorithmicsics)

The weight hierarchy of decreasing norm-trace codes von Camps-Moreno, Eduardo, López, Hiram H., Matthews, Gretchen L., San-José, Rodrigo

Inhaltsangabe: “… of type II, $t$-resilient functions, bounding the cardinality of the output in list decoding algorithms …”
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Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion von Zhu, Jianqing, Huang, Huang, Lin, Zhihang, Liang, Juhao, Tang, Zhengyang, Almubarak, Khalid, Alharthik, Abdulmohsen, An, Bang, He, Juncai, Wu, Xiangbo, Yu, Fei, Chen, Junying, Ma, Zhuoheng, Du, Yuhao, Zhang, He, Alghamdi, Emad A., Zhang, Lian, Sun, Ruoyu, Li, Haizhou, Wang, Benyou, Xu, Jinchao

Inhaltsangabe: “… for the tokenizer that could speed up decoding. However, using a different vocabulary often leads to a degradation …”
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Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning von Park, Sungjin, Liu, Xiao, Gong, Yeyun, Choi, Edward

Inhaltsangabe: “… reasoning benchmarks demonstrate that our approach outperforms both single language model decoding …”
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HashEvict: A Pre-Attention KV Cache Eviction Strategy using Locality-Sensitive Hashing von Liu, Minghui, Rabbani, Tahseen, O'Halloran, Tony, Sankaralingam, Ananth, Hartley, Mary-Anne, Huang, Furong, Fermüller, Cornelia, Aloimonos, Yiannis

Inhaltsangabe: “… significant GPU memory. In this work, we introduce HashEvict, an algorithm that uses locality-sensitive …”
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Shifting-Merging: Secure, High-Capacity and Efficient Steganography via Large Language Models von Bai, Minhao, Yang, Jinshuai, Pang, Kaiyi, Huang, Yongfeng, Gao, Yue

Inhaltsangabe: “… of ShiMer, we design a reordering algorithm to minimize the occurrence of interval splitting during decoding …”
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Realizing Lattice Surgery on Two Distance-Three Repetition Codes with Superconducting Qubits von Besedin, Ilya, Kerschbaum, Michael, Knoll, Jonathan, Hesner, Ian, Bödeker, Lukas, Colmenarez, Luis, Hofele, Luca, Lacroix, Nathan, Hellings, Christoph, Swiadek, François, Flasby, Alexander, Panah, Mohsen Bahrami, Zanuz, Dante Colao, Müller, Markus, Wallraff, Andreas

Inhaltsangabe: “… executing algorithms using hundreds of logical qubits. Recent experiments have demonstrated subthreshold …”
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Masked Generative Nested Transformers with Decode Time Scaling von Goyal, Sahil, Tula, Debapriya, Jain, Gagan, Shenoy, Pradeep, Jain, Prateek, Paul, Sujoy

Inhaltsangabe: “… computational efficiency. Most of these algorithms involve multiple passes over a transformer model to generate …”
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IG-MCTS: Human-in-the-Loop Cooperative Navigation under Incomplete Information von Chen, Shenghui, Zhao, Ruihan, Chinchali, Sandeep, Topcu, Ufuk

Inhaltsangabe: “… Information Gain Monte Carlo Tree Search (IG-MCTS), an online planning algorithm that jointly optimizes …”
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Uplink OFDM Channel Prediction with Hybrid CNN-LSTM for 6G Non-Terrestrial Networks von De Filippo, Bruno, Amatetti, Carla, Vanelli-Coralli, Alessandro

Inhaltsangabe: “… response (CFR) matrix in absence of pilots. The algorithm employs an encoder-decoder convolutional neural …”
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Exploring Contextual Attribute Density in Referring Expression Counting von Wang, Zhicheng, Pan, Zhiyu, Peng, Zhan, Cheng, Jian, Xiao, Liwen, Jiang, Wei, Cao, Zhiguo

Inhaltsangabe: “… Referring expression counting (REC) algorithms are for more flexible and interactive counting …”
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SINR: Sparsity Driven Compressed Implicit Neural Representations von Jayasundara, Dhananjaya, Rajagopalan, Sudarshan, Ranasinghe, Yasiru, Tran, Trac D., Patel, Vishal M.

Inhaltsangabe: “… coding schemes employed. In this paper, we introduce SINR, an innovative compression algorithm …”
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Decoding the mechanisms of the Hattrick football manager game using Bayesian network structure learning von Constantinou, Anthony C., Higgins, Nicholas, Kitson, Neville K.

Inhaltsangabe: “… . Hattrick's game-engine mechanics are partially hidden, and users have attempted to decode them …”
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Leveraging Importance Sampling to Detach Alignment Modules from Large Language Models von Liu, Yi, Liu, Dianqing, Zhu, Mingye, Guo, Junbo, Zhang, Yongdong, Mao, Zhendong

Inhaltsangabe: “… algorithm with iterative token-level decoding to address the common first-token latency issue in comparable …”
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Mamba Drafters for Speculative Decoding von Choi, Daewon, Oh, Seunghyuk, Dingliwal, Saket, Tack, Jihoon, Kim, Kyuyoung, Song, Woomin, Kim, Seojin, Han, Insu, Shin, Jinwoo, Galstyan, Aram, Katiyar, Shubham, Bodapati, Sravan Babu

Inhaltsangabe: “… Speculative decoding has emerged as a promising approach to accelerating large language model (LLM …”
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Leveraging erasure errors in logical qubits with metastable $^{171}$Yb atoms von Zhang, Bichen, Liu, Genyue, Bornet, Guillaume, Horvath, Sebastian P., Peng, Pai, Ma, Shuo, Huang, Shilin, Puri, Shruti, Thompson, Jeff D.

Inhaltsangabe: “… Implementing large-scale quantum algorithms with practical advantage will require fault-tolerance …”
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$\texttt{SPECS}$: Faster Test-Time Scaling through Speculative Drafts von Cemri, Mert, Rajaraman, Nived, Tiwari, Rishabh, Liu, Xiaoxuan, Keutzer, Kurt, Stoica, Ion, Ramchandran, Kannan, Beirami, Ahmad, Sun, Ziteng

Inhaltsangabe: “… {SPECS}$, a latency-aware test-time scaling method inspired by speculative decoding. $\texttt{SPECS …”
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INTER: Mitigating Hallucination in Large Vision-Language Models by Interaction Guidance Sampling von Dong, Xin, Dong, Shichao, Wang, Jin, Huang, Jing, Zhou, Li, Sun, Zenghui, Jing, Lihua, Lan, Jingsong, Zhu, Xiaoyong, Zheng, Bo

Inhaltsangabe: “… further propose \textbf{INTER}: \textbf{Inter}action Guidance Sampling, a novel training-free algorithm …”
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Teaching Transformers to Solve Combinatorial Problems through Efficient Trial & Error von Giannoulis, Panagiotis, Pantis, Yorgos, Tzamos, Christos

Inhaltsangabe: “… . Unlike prior work that used custom architectures, our method employs a vanilla decoder-only Transformer …”
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AMLA: MUL by ADD in FlashAttention Rescaling von Liao, Qichen, Hu, Chengqiu, Miao, Fangzheng, Li, Bao, Liu, Yiyang, Lyu, Junlong, Jiang, Lirui, Wang, Jun, Zheng, Lingchao, Li, Jun, Fan, Yuwei

Inhaltsangabe: “… . This poses challenges for efficient hardware implementation -- especially during the decode phase. This paper …”
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The dimension and Bose distance of some BCH codes of length $\frac{q^{m}-1}λ$ von Zheng, Run, Sze, Nung-Sing, Huang, Zejun

Inhaltsangabe: “… structure, multi-error correcting capability, and efficient decoding algorithms. Despite their practical …”
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