Résultats de la recherche - decoding (Algorithmsssicssics OR (algorithm OR (algorithm OR algorithm)))

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

Table des matières: “… expose globally encoded witness information to local propagation and inference, while search algorithms…”
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Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers par Zeng, Fanqin, Hong, Feng, Yu, Geng, Zheng, Huangjie, Cao, Xiaofeng, Zhang, Ya, Han, Bo, Wang, Yanfeng, Yao, Jiangchao

Table des matières: “… still face a severe quality-speed trade-off: accelerating decoding by revealing multiple tokens often…”
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MyoGestic: EMG Interfacing Framework for Decoding Multiple Spared Degrees of Freedom of the Hand in Individuals with Neural Lesions par 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

Table des matières: “… movement . These signals can be decoded and used for motor intent estimation; however, current wearable…”
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Dynamic-Width Speculative Beam Decoding for Efficient LLM Inference par Qin, Zongyue, He, Zifan, Prakriya, Neha, Cong, Jason, Sun, Yizhou

Table des matières: “…. Speculative decoding has emerged as a promising solution, leveraging a smaller auxiliary model to draft future…”
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M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving par Chen, Xuesong, Shi, Shaoshuai, Ma, Tao, Zhou, Jingqiu, See, Simon, Cheung, Ka Chun, Li, Hongsheng

Table des matières: “…-tasks. However, current algorithms typically tackle individual sub-tasks separately, which leads to low…”
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Muscle Anatomy-aware Geometric Deep Learning for sEMG-based Gesture Decoding par Dash, Adyasha, Zappoli, Giulia, Das, Laya, Riener, Robert

Table des matières: “… actively pursued by researchers and industry. Majority of sEMG-based gesture decoding algorithms employ…”
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GoodSpeed: Optimizing Fair Goodput with Adaptive Speculative Decoding in Distributed Edge Inference par Tran, Phuong, Liu, Tzu-Hao, Le, Long Tan, Nguyen, Tung-Anh, La, Van Quan, Yu, Eason, Shu, Han, Hong, Choong Seon, Tran, Nguyen H.

Table des matières: “… speculative decoding and resource-constrained environments. Speculative decoding has emerged as a promising…”
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Small Object Detection by DETR via Information Augmentation and Adaptive Feature Fusion par Huang, Ji, Wang, Hui

Table des matières: “…The main challenge for small object detection algorithms is to ensure accuracy while pursuing real…”
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Analysis of Maximum Threshold and Quantum Security for Fault-Tolerant Encoding and Decoding Scheme Base on Steane Code par Xia, Qiqing, Xie, Huiqin, Yang, Li

Table des matières: “… propose a fault-tolerant encoding and decoding scheme, which analyzes all possible errors caused by each…”
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DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference par Yao, Jinwei, Chen, Kaiqi, Zhang, Kexun, You, Jiaxuan, Yuan, Binhang, Wang, Zeke, Lin, Tao

Table des matières: “… reasoning, speculative decoding, etc. However, existing inference systems for tree-based applications…”
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A Unifying View of Linear Function Approximation in Off-Policy RL Through Matrix Splitting and Preconditioning par Wu, Zechen, Greenwald, Amy, Parr, Ronald

Table des matières: “… for each algorithm, without relying on assumptions about the features (e.g., linear independence). We also…”
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Entangled Mean Estimation in High-Dimensions par Diakonikolas, Ilias, Kane, Daniel M., Liu, Sihan, Pittas, Thanasis

Table des matières: “… computationally efficient algorithm achieving an information-theoretically near-optimal error. Specifically, we…”
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Movable Antenna Enhanced DF and AF Relaying Systems: Performance Analysis and Optimization par Li, Nianzu, Mei, Weidong, Wu, Peiran, Ning, Boyu, Zhu, Lipeng

Table des matières: “… 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 par Huang, Yueming, Ma, Chenrui, Zhou, Hao, Wu, Hao, Yuan, Guowu

Table des matières: “… on greedy algorithms, such as non-maximum suppression (NMS), often produce many repetitive predictions…”
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HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference par Zhong, Shuzhang, Sun, Yanfan, Liang, Ling, Wang, Runsheng, Huang, Ru, Li, Meng

Table des matières: “… prefetching algorithm, and (iii) a score-based caching algorithm to mitigate expert activation instability. We…”
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All-to-All Communication with Mobile Edge Adversary: Almost Linearly More Faults, For Free par Fischer, Orr, Parter, Merav

Table des matières: “… results are general compilers that take any Congested Clique algorithm and simulate it, in a round…”
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TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling par 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

Table des matières: “… rollout algorithm that views sequence generation as a tree-structured searching process. Composed…”
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Deep Reinforcement Learning for Drone Route Optimization in Post-Disaster Road Assessment par Gong, Huatian, Sheu, Jiuh-Biing, Wang, Zheng, Yang, Xiaoguang, Yan, Ran

Table des matières: “… for algorithm design, making them unsuitable for time-sensitive disaster scenarios. This study proposes…”
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xLLM Technical Report par 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

Table des matières: “… system and algorithm designs to fully saturate computing resources. This is achieved through…”
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Enabling Wireless Power Transfer (WPT) in Pinching Antenna Systems (PASS) par Gan, Deqiao, Xu, Xiaoxia, Ge, Xiaohu, Liu, Yue, Liu, Yuanwei

Table des matières: “…, where energy harvesting receivers (EHRs) and information decoding receivers (IDRs) coexist…”
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