Suchergebnisse - decoding (Algorithmssicics OR (algorithm OR algorithm))

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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Not every day is a sunny day: Synthetic cloud injection for deep land cover segmentation robustness evaluation across data sources von Mobsite, Sara, Hostache, Renaud, Equille, Laure Berti, Roux, Emmanuel, Guerin, Joris

Inhaltsangabe: “… cloud injection algorithm that simulates realistic cloud cover, allowing us to test how Sentinel-1 radar …”
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To Distill or Decide? Understanding the Algorithmic Trade-off in Partially Observable Reinforcement Learning von Song, Yuda, Rohatgi, Dhruv, Singh, Aarti, Bagnell, J. Andrew

Inhaltsangabe: “… simulated locomotion tasks--we investigate the algorithmic trade-off between privileged expert distillation …”
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Robust Analog Lagrange Coded Computing: Theory and Algorithms via Discrete Fourier Transforms von Borah, Rimpi, Harshan, J.

Inhaltsangabe: “… foundational step, we use error-correction algorithms for Discrete Fourier Transform (DFT) codes to build novel …”
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Understanding and Improving Communication Performance in Multi-node LLM Inference von Singhania, Prajwal, Singh, Siddharth, Hough, Lannie Dalton, Srivastava, Akarsh, Menon, Harshitha, Jekel, Charles Fredrick, Bhatele, Abhinav

Inhaltsangabe: “… hierarchical all-reduce algorithm based on recursive doubling with NVSHMEM. NVRAR achieves up to 1.9$\times …”
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On the Information-Theoretic Fragility of Robust Watermarking under Diffusion Editing von Ni, Yunyi, Yang, Ziyu, Niu, Ze, Davis, Emily, Carter, Finn

Inhaltsangabe: “… the watermarked image and the embedded payload approaches zero, causing watermark decoding to fail. We further …”
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$A^3$: Attention-Aware Accurate KV Cache Fusion for Fast Large Language Model Serving von Zhou, Yuechi, Su, Yi, Zhang, Jianxin, Li, Juntao, Xia, Qingrong, Wang, Zhefeng, Duan, Xinyu, Huai, Baoxing

Inhaltsangabe: “… their ability to handle long sequences, the resulting decoding latency and memory overhead remain substantial …”
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Doppler Robust Vortex Wavefront Design for Integrated Sensing and Communication von Liu, Yuan, Long, Wen-Xuan, Shankar, M. R. Bhavani, Moretti, Marco, Chen, Rui, Ottersten, Björn

Inhaltsangabe: “… -consistency matching (VCM)-expectation maximization (EM) algorithm that jointly decodes the sensing matrix …”
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