Risultati della ricerca - decoding (Algorithmsssssics OR (algorithm OR (algorithmics OR algorithmics)))

Information Redistribution Under Reductions in NP Search di Wei, Jing-Yuan

Sommario: “... expose globally encoded witness information to local propagation and inference, while search algorithms...”
Testo

Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers di Zeng, Fanqin, Hong, Feng, Yu, Geng, Zheng, Huangjie, Cao, Xiaofeng, Zhang, Ya, Han, Bo, Wang, Yanfeng, Yao, Jiangchao

Sommario: “... still face a severe quality-speed trade-off: accelerating decoding by revealing multiple tokens often...”
Testo

MyoGestic: EMG Interfacing Framework for Decoding Multiple Spared Degrees of Freedom of the Hand in Individuals with Neural Lesions di Sîmpetru, Raul C., Braun, Dominik I., Simon, Arndt U., März, Michael, Cnejevici, Vlad, de Oliveira, Daniela Souza, Weber, Nico, Walter, Jonas, Franke, Jörg, Höglinger, Daniel, Prahm, Cosima, Ponfick, Matthias, Del Vecchio, Alessandro

Sommario: “... movement . These signals can be decoded and used for motor intent estimation; however, current wearable...”
Testo

Dynamic-Width Speculative Beam Decoding for Efficient LLM Inference di Qin, Zongyue, He, Zifan, Prakriya, Neha, Cong, Jason, Sun, Yizhou

Sommario: “.... Speculative decoding has emerged as a promising solution, leveraging a smaller auxiliary model to draft future...”
Testo

M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving di Chen, Xuesong, Shi, Shaoshuai, Ma, Tao, Zhou, Jingqiu, See, Simon, Cheung, Ka Chun, Li, Hongsheng

Sommario: “...-tasks. However, current algorithms typically tackle individual sub-tasks separately, which leads to low...”
Testo

Muscle Anatomy-aware Geometric Deep Learning for sEMG-based Gesture Decoding di Dash, Adyasha, Zappoli, Giulia, Das, Laya, Riener, Robert

Sommario: “... actively pursued by researchers and industry. Majority of sEMG-based gesture decoding algorithms employ...”
Testo

GoodSpeed: Optimizing Fair Goodput with Adaptive Speculative Decoding in Distributed Edge Inference di Tran, Phuong, Liu, Tzu-Hao, Le, Long Tan, Nguyen, Tung-Anh, La, Van Quan, Yu, Eason, Shu, Han, Hong, Choong Seon, Tran, Nguyen H.

Sommario: “... speculative decoding and resource-constrained environments. Speculative decoding has emerged as a promising...”
Testo

Small Object Detection by DETR via Information Augmentation and Adaptive Feature Fusion di Huang, Ji, Wang, Hui

Sommario: “...The main challenge for small object detection algorithms is to ensure accuracy while pursuing real...”
Testo

Analysis of Maximum Threshold and Quantum Security for Fault-Tolerant Encoding and Decoding Scheme Base on Steane Code di Xia, Qiqing, Xie, Huiqin, Yang, Li

Sommario: “... propose a fault-tolerant encoding and decoding scheme, which analyzes all possible errors caused by each...”
Testo

DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference di Yao, Jinwei, Chen, Kaiqi, Zhang, Kexun, You, Jiaxuan, Yuan, Binhang, Wang, Zeke, Lin, Tao

Sommario: “... reasoning, speculative decoding, etc. However, existing inference systems for tree-based applications...”
Testo

A Unifying View of Linear Function Approximation in Off-Policy RL Through Matrix Splitting and Preconditioning di Wu, Zechen, Greenwald, Amy, Parr, Ronald

Sommario: “... for each algorithm, without relying on assumptions about the features (e.g., linear independence). We also...”
Testo

Entangled Mean Estimation in High-Dimensions di Diakonikolas, Ilias, Kane, Daniel M., Liu, Sihan, Pittas, Thanasis

Sommario: “... computationally efficient algorithm achieving an information-theoretically near-optimal error. Specifically, we...”
Testo

Movable Antenna Enhanced DF and AF Relaying Systems: Performance Analysis and Optimization di Li, Nianzu, Mei, Weidong, Wu, Peiran, Ning, Boyu, Zhu, Lipeng

Sommario: “... the application of the MA technology in both decode-and-forward (DF) and amplify-and-forward (AF) relaying systems...”
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Dense Object Detection Based on De-homogenized Queries di Huang, Yueming, Ma, Chenrui, Zhou, Hao, Wu, Hao, Yuan, Guowu

Sommario: “... on greedy algorithms, such as non-maximum suppression (NMS), often produce many repetitive predictions...”
Testo

HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference di Zhong, Shuzhang, Sun, Yanfan, Liang, Ling, Wang, Runsheng, Huang, Ru, Li, Meng

Sommario: “... prefetching algorithm, and (iii) a score-based caching algorithm to mitigate expert activation instability. We...”
Testo

All-to-All Communication with Mobile Edge Adversary: Almost Linearly More Faults, For Free di Fischer, Orr, Parter, Merav

Sommario: “... results are general compilers that take any Congested Clique algorithm and simulate it, in a round...”
Testo

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling di Li, Yizhi, Gu, Qingshui, Wen, Zhoufutu, Li, Ziniu, Xing, Tianshun, Guo, Shuyue, Zheng, Tianyu, Zhou, Xin, Qu, Xingwei, Zhou, Wangchunshu, Zhang, Zheng, Shen, Wei, Liu, Qian, Lin, Chenghua, Yang, Jian, Zhang, Ge, Huang, Wenhao

Sommario: “... rollout algorithm that views sequence generation as a tree-structured searching process. Composed...”
Testo

Deep Reinforcement Learning for Drone Route Optimization in Post-Disaster Road Assessment di Gong, Huatian, Sheu, Jiuh-Biing, Wang, Zheng, Yang, Xiaoguang, Yan, Ran

Sommario: “... for algorithm design, making them unsuitable for time-sensitive disaster scenarios. This study proposes...”
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xLLM Technical Report di Liu, Tongxuan, Peng, Tao, Yang, Peijun, Zhao, Xiaoyang, Lu, Xiusheng, Huang, Weizhe, Liu, Zirui, Chen, Xiaoyu, Liang, Zhiwei, Xiong, Jun, Jin, Donghe, Zhang, Minchao, Guo, Jinrong, Deng, Yingxu, Zhang, Xu, Dong, Xianzhe, Wang, Siqi, Wu, Siyu, Wu, Yu, Tang, Zihan, Zeng, Yuting, Wang, Yanshu, Liu, Jinguang, Kang, Meng, Li, Menxin, Wang, Yunlong, Liu, Yiming, Ma, Xiaolong, Wang, Yifan, Zhang, Yichen, Yin, Jinrun, Zheng, Keyang, Yin, Jiawei, Zhang, Jun, Wang, Ziyue, Lin, Xiaobo, Liu, Liangyu, Lan, Liwei, Liu, Yang, Peng, Chunhua, Liu, Han, Ren, Songcheng, Wang, Xuezhu, Shen, Yunheng, Wang, Yi, Liu, Guyue, Hu, Yitao, Chen, Hui, Yang, Tong, Yang, Hailong, Li, Jing, Ding, Guiguang, Zhang, Ke

Sommario: “... system and algorithm designs to fully saturate computing resources. This is achieved through...”
Testo

Enabling Wireless Power Transfer (WPT) in Pinching Antenna Systems (PASS) di Gan, Deqiao, Xu, Xiaoxia, Ge, Xiaohu, Liu, Yue, Liu, Yuanwei

Sommario: “..., where energy harvesting receivers (EHRs) and information decoding receivers (IDRs) coexist...”
Testo