Resultados de búsqueda - decoding (Algorithmssics OR (algorithm OR algorithm))

IG-MCTS: Human-in-the-Loop Cooperative Navigation under Incomplete Information por Chen, Shenghui, Zhao, Ruihan, Chinchali, Sandeep, Topcu, Ufuk

Tabla de Contenidos: “… 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 por De Filippo, Bruno, Amatetti, Carla, Vanelli-Coralli, Alessandro

Tabla de Contenidos: “… 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 por Wang, Zhicheng, Pan, Zhiyu, Peng, Zhan, Cheng, Jian, Xiao, Liwen, Jiang, Wei, Cao, Zhiguo

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

Tabla de Contenidos: “… 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 por Constantinou, Anthony C., Higgins, Nicholas, Kitson, Neville K.

Tabla de Contenidos: “…. 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 por Liu, Yi, Liu, Dianqing, Zhu, Mingye, Guo, Junbo, Zhang, Yongdong, Mao, Zhendong

Tabla de Contenidos: “… 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 por 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

Tabla de Contenidos: “…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 por Zhang, Bichen, Liu, Genyue, Bornet, Guillaume, Horvath, Sebastian P., Peng, Pai, Ma, Shuo, Huang, Shilin, Puri, Shruti, Thompson, Jeff D.

Tabla de Contenidos: “…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 por Cemri, Mert, Rajaraman, Nived, Tiwari, Rishabh, Liu, Xiaoxuan, Keutzer, Kurt, Stoica, Ion, Ramchandran, Kannan, Beirami, Ahmad, Sun, Ziteng

Tabla de Contenidos: “…{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 por Dong, Xin, Dong, Shichao, Wang, Jin, Huang, Jing, Zhou, Li, Sun, Zenghui, Jing, Lihua, Lan, Jingsong, Zhu, Xiaoyong, Zheng, Bo

Tabla de Contenidos: “… 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 por Giannoulis, Panagiotis, Pantis, Yorgos, Tzamos, Christos

Tabla de Contenidos: “…. 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 por Liao, Qichen, Hu, Chengqiu, Miao, Fangzheng, Li, Bao, Liu, Yiyang, Lyu, Junlong, Jiang, Lirui, Wang, Jun, Zheng, Lingchao, Li, Jun, Fan, Yuwei

Tabla de Contenidos: “…. 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 $\frac{q^{m}-1}λ$ por Zheng, Run, Sze, Nung-Sing, Huang, Zejun

Tabla de Contenidos: “… 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 por Mobsite, Sara, Hostache, Renaud, Equille, Laure Berti, Roux, Emmanuel, Guerin, Joris

Tabla de Contenidos: “… 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 por Song, Yuda, Rohatgi, Dhruv, Singh, Aarti, Bagnell, J. Andrew

Tabla de Contenidos: “… 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 por Borah, Rimpi, Harshan, J.

Tabla de Contenidos: “… 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 por Singhania, Prajwal, Singh, Siddharth, Hough, Lannie Dalton, Srivastava, Akarsh, Menon, Harshitha, Jekel, Charles Fredrick, Bhatele, Abhinav

Tabla de Contenidos: “… 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 por Ni, Yunyi, Yang, Ziyu, Niu, Ze, Davis, Emily, Carter, Finn

Tabla de Contenidos: “… 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 por Zhou, Yuechi, Su, Yi, Zhang, Jianxin, Li, Juntao, Xia, Qingrong, Wang, Zhefeng, Duan, Xinyu, Huai, Baoxing

Tabla de Contenidos: “… 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 por Liu, Yuan, Long, Wen-Xuan, Shankar, M. R. Bhavani, Moretti, Marco, Chen, Rui, Ottersten, Björn

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