Resultados de búsqueda - decoding (algorithmicsics OR (algorithm OR (Algorithmssssssics OR (algorithm OR algorithm))))

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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T2M Mamba: Motion Periodicity-Saliency Coupling Approach for Stable Text-Driven Motion Generation por Zhan, Xingzu, Xie, Chen, Chen, Honghang, Lin, Yixun, Mai, Xiaochun

Tabla de Contenidos: “… through the decoder and producing unstable or erroneous motions. In this work, we propose T2M Mamba…”
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Learning to Solve Orienteering Problem with Time Windows and Variable Profits por Gao, Songqun, Ruan, Zanxi, Floor, Patrick, Roveri, Marco, Palopoli, Luigi, Fontanelli, Daniele

Tabla de Contenidos: “…. In the first stage, a parallel decoding structure is employed to predict the path and the initial service time…”
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ScoutAttention: Efficient KV Cache Offloading via Layer-Ahead CPU Pre-computation for LLM Inference por Zhang, Qiuyang, Zhou, Kai, Tang, Ding, Lu, Kai, Li, Cheng, Yang, Zhenyu, Xu, Peng, Wan, Jiguang

Tabla de Contenidos: “… inference, where KV cache memory consumption severely limits decode batch sizes. While existing research has…”
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Minimal Prompt Perturbations Lead to Code Vulnerabilities: Prompt Fragility and Hidden-State Signals in Coding LLMs por Sternfeld, Alexander, Kucharavy, Andrei, Dolamic, Ljiljana

Tabla de Contenidos: “… such as a weak algorithm or unsafe parameter (mean AUC 0.674). These results show that the threat model…”
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Enhancing secrecy in RIS–fountain code‐aided multi‐cluster satellite–terrestrial NOMA networks under eavesdropping threats por Nguyen Van Toan, Pham Ngoc Son, Tran Trung Duy, Lam‐Thanh Tu

Tabla de Contenidos: “… to terrestrial relays, where the best relay selected using the PRS algorithm employs the decode‐and‐forward…”
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Human Motor Cortex Encodes Complex Handwriting Through a Sequence of Stable Neural States: Source code por Qi, Yu, Zhu, Xinyun, Xiong, Xinzhu

Tabla de Contenidos: “… States". It contains the implemenation of the Temporal Functional Clustering (TFC) algorithm…”
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Predicting Drivers' Route Trajectories in Last-Mile Delivery Using A Pair-wise Attention-based Pointer Neural Network por Mo, Baichuan, Wang, Qing Yi, Guo, Xiaotong, Winkenbach, Matthias, Zhao, Jinhua

Tabla de Contenidos: “…. In addition to the commonly used encoder-decoder architecture for sequence-to-sequence prediction, we propose…”
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GASE: Graph Attention Sampling with Edges Fusion for Solving Vehicle Routing Problems por Wang, Zhenwei, Bai, Ruibin, Khan, Fazlullah, Ozcan, Ender, Zhang, Tiehua

Tabla de Contenidos: “… in an encoder-decoder style. Such an approach makes it possible to solve routing problems end-to-end without…”
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A Training-free Sub-quadratic Cost Transformer Model Serving Framework With Hierarchically Pruned Attention por Lee, Heejun, Park, Geon, Lee, Youngwan, Suh, Jaduk, Kim, Jina, Jeong, Wonyoung, Kim, Bumsik, Lee, Hyemin, Jeon, Myeongjae, Hwang, Sung Ju

Tabla de Contenidos: “… algorithm that estimates the top-$k$ key tokens for a given query on the fly, which is mathematically…”
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Attention-based SIC Ordering and Power Allocation for Non-orthogonal Multiple Access Networks por Huang, Liang, Zhu, Bincheng, Nan, Runkai, Chi, Kaikai, Wu, Yuan

Tabla de Contenidos: “… (SIC) plays a crucial role in decoding user signals sequentially. The challenge lies in the joint…”
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