Risultati della ricerca - decoding (Algorithmssssssics OR (algorithm OR (algorithm OR algorithmicsics)))

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...”
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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...”
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Continual Pre-training of MoEs: How robust is your router? di Thérien, Benjamin, Joseph, Charles-Étienne, Sarwar, Zain, Panda, Ashwinee, Das, Anirban, Zhang, Shi-Xiong, Rawls, Stephen, Sahu, Sambit, Belilovsky, Eugene, Rish, Irina

Sommario: “... of decoder-only MoE transformers, however, it is unclear how the routing algorithm will impact continual pre...”
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Architecture and protocols for all-photonic quantum repeaters di Benchasattabuse, Naphan, Hajdušek, Michal, Van Meter, Rodney

Sommario: “... present an algorithm for decoding logical measurement results, employing graphical reasoning based...”
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Quality-Aware Dynamic Resolution Adaptation Framework for Adaptive Video Streaming di Premkumar, Amritha, Rajendran, Prajit T, Menon, Vignesh V, Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Sommario: “... and/ or decoding time below a threshold. QADRA implements a JND-based representation elimination algorithm...”
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Light-weight Retinal Layer Segmentation with Global Reasoning di He, Xiang, Song, Weiye, Wang, Yiming, Poiesi, Fabio, Yi, Ji, Desai, Manishi, Xu, Quanqing, Yang, Kongzheng, Wan, Yi

Sommario: “.... In addition, the algorithm should be light-weight to be deployed for practical clinical applications...”
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Smoothing Linear Codes by Rényi Divergence and Applications to Security Reduction di Yan, Hao, Ling, Cong

Sommario: “... complexity of encoding/decoding algorithms in random codes, our research introduces enhanced structural...”
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LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design di Kong, Rui, Li, Qiyang, Fang, Xinyu, Feng, Qingtian, He, Qingfeng, Dong, Yazhu, Wang, Weijun, Li, Yuanchun, Kong, Linghe, Liu, Yunxin

Sommario: “... to huge inference latency overhead, slowing down the decoding speed by 2.5+ times. In this paper, we...”
Testo

CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs di Lv, Junlin, Feng, Yuan, Xie, Xike, Jia, Xin, Peng, Qirong, Xie, Guiming

Sommario: “... of prefilling and decoding phases. Although several attempts have been made to accelerate decoding...”
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Single Sparse Graph Enhanced Expectation Propagation Algorithm Design for Uplink MIMO-SCMA di Luo, Qu, Zhu, Jing, Chen, Gaojie, Xiao, Pei, Tafazolli, Rahim

Sommario: “... propagation algorithm (EPA) receiver, referred to as SSG-EPA, for uplink MIMO-SCMA systems. Firstly, we...”
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ESC-MVQ: End-to-End Semantic Communication With Multi-Codebook Vector Quantization di Shin, Junyong, Oh, Yongjeong, Park, Jinsung, Park, Joohyuk, Jeon, Yo-Seb

Sommario: “...-flip probabilities with a single encoder-decoder pair. To maximize inference performance when deploying...”
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TableCenterNet: A one-stage network for table structure recognition di Xiao, Anyi, Yang, Cihui

Sommario: “...-consuming sequential decoding, or rely on complex post-processing algorithms to parse the logical structure...”
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TSCL:Multi-party loss Balancing scheme for deep learning Image steganography based on Curriculum learning di Zhang, Fengchun Liu. Tong, Zhang, Chunying

Sommario: “... scheduler (TSCL) for balancing multinomial losses in deep learning image steganography algorithms. TSCL...”
Testo

Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators di Jorgensen, Steven, Hemberg, Erik, Toutouh, Jamal, O'Reilly, Una-May

Sommario: “..., focusing on simultaneously pruning the encoder and decoder of an autoencoder. We introduce two new mutation...”
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Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification di Wang, Jikai, Tian, Zhenxu, Li, Juntao, Xia, Qingrong, Duan, Xinyu, Wang, Zhefeng, Huai, Baoxing, Zhang, Min

Sommario: “... costs. In this paper, we present a training-free alignment-augmented speculative decoding algorithm. We...”
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BDD2Seq: Enabling Scalable Reversible-Circuit Synthesis via Graph-to-Sequence Learning di Miao, Mingkai, Tang, Jianheng, Hu, Guangyu, Zhang, Hongce

Sommario: “... with a Pointer-Network decoder and Diverse Beam Search to predict high-quality orderings. By treating...”
Testo

Kascade: A Practical Sparse Attention Method for Long-Context LLM Inference di Deshmukh, Dhruv, Goyal, Saurabh, Kwatra, Nipun, Ramjee, Ramachandran

Sommario: “... are selected algorithmically, via a dynamic-programming objective that maximizes cross-layer similarity over a...”
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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces di Li, Siyang, Ouyang, Jiayi, Cui, Zhenyao, Wang, Ziwei, Jia, Tianwang, Wan, Feng, Wu, Dongrui

Sommario: “... deployment of decoding algorithms for EEG-based BCI. ...”
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CodeCircuit: Toward Inferring LLM-Generated Code Correctness via Attribution Graphs di He, Yicheng, Zhao, Zheng, Kaiyu, Zhou, Dai, Bryan, Fu, Jie, Yang, Yonghui

Sommario: “... is to investigate whether the model's neural dynamics encode internally decodable signals that are predictive...”
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CompleteRXN: Toward Completing Open Chemical Reaction Databases di Vogel, Gabriel, Noordsij, Minouk, Pidko, Evgeny, Weber, Jana M.

Sommario: “... baselines, including a novel encoder-decoder reaction completion model with constrained decoding...”
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