Résultats de la recherche - decoding (algorithmics OR (algorithm OR (algorithm OR Algorithmssssssicsics)))

Teaching Transformers to Solve Combinatorial Problems through Efficient Trial & Error par Giannoulis, Panagiotis, Pantis, Yorgos, Tzamos, Christos

Table des matières: “…. Unlike prior work that used custom architectures, our method employs a vanilla decoder-only Transformer…”
Accéder au texte intégral

AMLA: MUL by ADD in FlashAttention Rescaling par Liao, Qichen, Hu, Chengqiu, Miao, Fangzheng, Li, Bao, Liu, Yiyang, Lyu, Junlong, Jiang, Lirui, Wang, Jun, Zheng, Lingchao, Li, Jun, Fan, Yuwei

Table des matières: “…. This poses challenges for efficient hardware implementation -- especially during the decode phase. This paper…”
Accéder au texte intégral

The dimension and Bose distance of some BCH codes of length $\frac{q^{m}-1}λ$ par Zheng, Run, Sze, Nung-Sing, Huang, Zejun

Table des matières: “… structure, multi-error correcting capability, and efficient decoding algorithms. Despite their practical…”
Accéder au texte intégral

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

Table des matières: “… cloud injection algorithm that simulates realistic cloud cover, allowing us to test how Sentinel-1 radar…”
Accéder au texte intégral

To Distill or Decide? Understanding the Algorithmic Trade-off in Partially Observable Reinforcement Learning par Song, Yuda, Rohatgi, Dhruv, Singh, Aarti, Bagnell, J. Andrew

Table des matières: “… simulated locomotion tasks--we investigate the algorithmic trade-off between privileged expert distillation…”
Accéder au texte intégral

Robust Analog Lagrange Coded Computing: Theory and Algorithms via Discrete Fourier Transforms par Borah, Rimpi, Harshan, J.

Table des matières: “… foundational step, we use error-correction algorithms for Discrete Fourier Transform (DFT) codes to build novel…”
Accéder au texte intégral

Understanding and Improving Communication Performance in Multi-node LLM Inference par Singhania, Prajwal, Singh, Siddharth, Hough, Lannie Dalton, Srivastava, Akarsh, Menon, Harshitha, Jekel, Charles Fredrick, Bhatele, Abhinav

Table des matières: “… hierarchical all-reduce algorithm based on recursive doubling with NVSHMEM. NVRAR achieves up to 1.9$\times…”
Accéder au texte intégral

On the Information-Theoretic Fragility of Robust Watermarking under Diffusion Editing par Ni, Yunyi, Yang, Ziyu, Niu, Ze, Davis, Emily, Carter, Finn

Table des matières: “… the watermarked image and the embedded payload approaches zero, causing watermark decoding to fail. We further…”
Accéder au texte intégral

$A^3$: Attention-Aware Accurate KV Cache Fusion for Fast Large Language Model Serving par Zhou, Yuechi, Su, Yi, Zhang, Jianxin, Li, Juntao, Xia, Qingrong, Wang, Zhefeng, Duan, Xinyu, Huai, Baoxing

Table des matières: “… their ability to handle long sequences, the resulting decoding latency and memory overhead remain substantial…”
Accéder au texte intégral

Doppler Robust Vortex Wavefront Design for Integrated Sensing and Communication par Liu, Yuan, Long, Wen-Xuan, Shankar, M. R. Bhavani, Moretti, Marco, Chen, Rui, Ottersten, Björn

Table des matières: “…-consistency matching (VCM)-expectation maximization (EM) algorithm that jointly decodes the sensing matrix…”
Accéder au texte intégral

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

Table des matières: “… through the decoder and producing unstable or erroneous motions. In this work, we propose T2M Mamba…”
Accéder au texte intégral

Learning to Solve Orienteering Problem with Time Windows and Variable Profits par Gao, Songqun, Ruan, Zanxi, Floor, Patrick, Roveri, Marco, Palopoli, Luigi, Fontanelli, Daniele

Table des matières: “…. In the first stage, a parallel decoding structure is employed to predict the path and the initial service time…”
Accéder au texte intégral

ScoutAttention: Efficient KV Cache Offloading via Layer-Ahead CPU Pre-computation for LLM Inference par Zhang, Qiuyang, Zhou, Kai, Tang, Ding, Lu, Kai, Li, Cheng, Yang, Zhenyu, Xu, Peng, Wan, Jiguang

Table des matières: “… inference, where KV cache memory consumption severely limits decode batch sizes. While existing research has…”
Accéder au texte intégral

Minimal Prompt Perturbations Lead to Code Vulnerabilities: Prompt Fragility and Hidden-State Signals in Coding LLMs par Sternfeld, Alexander, Kucharavy, Andrei, Dolamic, Ljiljana

Table des matières: “… such as a weak algorithm or unsafe parameter (mean AUC 0.674). These results show that the threat model…”
Accéder au texte intégral

Enhancing secrecy in RIS–fountain code‐aided multi‐cluster satellite–terrestrial NOMA networks under eavesdropping threats par Nguyen Van Toan, Pham Ngoc Son, Tran Trung Duy, Lam‐Thanh Tu

Table des matières: “… to terrestrial relays, where the best relay selected using the PRS algorithm employs the decode‐and‐forward…”
Accéder au texte intégral

Human Motor Cortex Encodes Complex Handwriting Through a Sequence of Stable Neural States: Source code par Qi, Yu, Zhu, Xinyun, Xiong, Xinzhu

Table des matières: “… States". It contains the implemenation of the Temporal Functional Clustering (TFC) algorithm…”
Accéder au texte intégral

Predicting Drivers' Route Trajectories in Last-Mile Delivery Using A Pair-wise Attention-based Pointer Neural Network par Mo, Baichuan, Wang, Qing Yi, Guo, Xiaotong, Winkenbach, Matthias, Zhao, Jinhua

Table des matières: “…. In addition to the commonly used encoder-decoder architecture for sequence-to-sequence prediction, we propose…”
Accéder au texte intégral

GASE: Graph Attention Sampling with Edges Fusion for Solving Vehicle Routing Problems par Wang, Zhenwei, Bai, Ruibin, Khan, Fazlullah, Ozcan, Ender, Zhang, Tiehua

Table des matières: “… in an encoder-decoder style. Such an approach makes it possible to solve routing problems end-to-end without…”
Accéder au texte intégral

A Training-free Sub-quadratic Cost Transformer Model Serving Framework With Hierarchically Pruned Attention par Lee, Heejun, Park, Geon, Lee, Youngwan, Suh, Jaduk, Kim, Jina, Jeong, Wonyoung, Kim, Bumsik, Lee, Hyemin, Jeon, Myeongjae, Hwang, Sung Ju

Table des matières: “… algorithm that estimates the top-$k$ key tokens for a given query on the fly, which is mathematically…”
Accéder au texte intégral

Attention-based SIC Ordering and Power Allocation for Non-orthogonal Multiple Access Networks par Huang, Liang, Zhu, Bincheng, Nan, Runkai, Chi, Kaikai, Wu, Yuan

Table des matières: “… (SIC) plays a crucial role in decoding user signals sequentially. The challenge lies in the joint…”
Accéder au texte intégral