Search Results - decoding (algorithm OR (algorithmics OR Algorithmsssics))

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

Table of Contents: “… 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 by De Filippo, Bruno, Amatetti, Carla, Vanelli-Coralli, Alessandro

Table of Contents: “… 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 by Wang, Zhicheng, Pan, Zhiyu, Peng, Zhan, Cheng, Jian, Xiao, Liwen, Jiang, Wei, Cao, Zhiguo

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

Table of Contents: “… 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 by Constantinou, Anthony C., Higgins, Nicholas, Kitson, Neville K.

Table of Contents: “…. 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 by Liu, Yi, Liu, Dianqing, Zhu, Mingye, Guo, Junbo, Zhang, Yongdong, Mao, Zhendong

Table of Contents: “… 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 by 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

Table of Contents: “…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 by Zhang, Bichen, Liu, Genyue, Bornet, Guillaume, Horvath, Sebastian P., Peng, Pai, Ma, Shuo, Huang, Shilin, Puri, Shruti, Thompson, Jeff D.

Table of Contents: “…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 by Cemri, Mert, Rajaraman, Nived, Tiwari, Rishabh, Liu, Xiaoxuan, Keutzer, Kurt, Stoica, Ion, Ramchandran, Kannan, Beirami, Ahmad, Sun, Ziteng

Table of Contents: “…{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 by Dong, Xin, Dong, Shichao, Wang, Jin, Huang, Jing, Zhou, Li, Sun, Zenghui, Jing, Lihua, Lan, Jingsong, Zhu, Xiaoyong, Zheng, Bo

Table of Contents: “… 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 by Giannoulis, Panagiotis, Pantis, Yorgos, Tzamos, Christos

Table of Contents: “…. 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 by Liao, Qichen, Hu, Chengqiu, Miao, Fangzheng, Li, Bao, Liu, Yiyang, Lyu, Junlong, Jiang, Lirui, Wang, Jun, Zheng, Lingchao, Li, Jun, Fan, Yuwei

Table of Contents: “…. 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 $\frac{q^{m}-1}λ$ by Zheng, Run, Sze, Nung-Sing, Huang, Zejun

Table of Contents: “… 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 by Mobsite, Sara, Hostache, Renaud, Equille, Laure Berti, Roux, Emmanuel, Guerin, Joris

Table of Contents: “… 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 by Song, Yuda, Rohatgi, Dhruv, Singh, Aarti, Bagnell, J. Andrew

Table of Contents: “… 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 by Borah, Rimpi, Harshan, J.

Table of Contents: “… 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 by Singhania, Prajwal, Singh, Siddharth, Hough, Lannie Dalton, Srivastava, Akarsh, Menon, Harshitha, Jekel, Charles Fredrick, Bhatele, Abhinav

Table of Contents: “… 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 by Ni, Yunyi, Yang, Ziyu, Niu, Ze, Davis, Emily, Carter, Finn

Table of Contents: “… 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 by Zhou, Yuechi, Su, Yi, Zhang, Jianxin, Li, Juntao, Xia, Qingrong, Wang, Zhefeng, Duan, Xinyu, Huai, Baoxing

Table of Contents: “… 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 by Liu, Yuan, Long, Wen-Xuan, Shankar, M. R. Bhavani, Moretti, Marco, Chen, Rui, Ottersten, Björn

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