Search Results - decoding (Algorithmssicssics OR (algorithm OR (algorithm OR algorithm)))

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

Table of Contents: “… 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 by Zeng, Fanqin, Hong, Feng, Yu, Geng, Zheng, Huangjie, Cao, Xiaofeng, Zhang, Ya, Han, Bo, Wang, Yanfeng, Yao, Jiangchao

Table of Contents: “… 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 by 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 of Contents: “… 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 by Qin, Zongyue, He, Zifan, Prakriya, Neha, Cong, Jason, Sun, Yizhou

Table of Contents: “…. 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 by Chen, Xuesong, Shi, Shaoshuai, Ma, Tao, Zhou, Jingqiu, See, Simon, Cheung, Ka Chun, Li, Hongsheng

Table of Contents: “…-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 by Dash, Adyasha, Zappoli, Giulia, Das, Laya, Riener, Robert

Table of Contents: “… 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 by 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 of Contents: “… 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 by Huang, Ji, Wang, Hui

Table of Contents: “…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 by Xia, Qiqing, Xie, Huiqin, Yang, Li

Table of Contents: “… 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 by Yao, Jinwei, Chen, Kaiqi, Zhang, Kexun, You, Jiaxuan, Yuan, Binhang, Wang, Zeke, Lin, Tao

Table of Contents: “… 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 by Wu, Zechen, Greenwald, Amy, Parr, Ronald

Table of Contents: “… 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 by Diakonikolas, Ilias, Kane, Daniel M., Liu, Sihan, Pittas, Thanasis

Table of Contents: “… 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 by Li, Nianzu, Mei, Weidong, Wu, Peiran, Ning, Boyu, Zhu, Lipeng

Table of Contents: “… 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 by Huang, Yueming, Ma, Chenrui, Zhou, Hao, Wu, Hao, Yuan, Guowu

Table of Contents: “… 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 by Zhong, Shuzhang, Sun, Yanfan, Liang, Ling, Wang, Runsheng, Huang, Ru, Li, Meng

Table of Contents: “… 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 by Fischer, Orr, Parter, Merav

Table of Contents: “… 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 by 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 of Contents: “… 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 by Gong, Huatian, Sheu, Jiuh-Biing, Wang, Zheng, Yang, Xiaoguang, Yan, Ran

Table of Contents: “… for algorithm design, making them unsuitable for time-sensitive disaster scenarios. This study proposes…”
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xLLM Technical Report by 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 of Contents: “… 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) by Gan, Deqiao, Xu, Xiaoxia, Ge, Xiaohu, Liu, Yue, Liu, Yuanwei

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