Résultats de la recherche - decoding (algorithmsssic OR (algorithm OR (algorithmics OR Algorithmsssicics)))

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…”
Accéder au texte intégral

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…”
Accéder au texte intégral

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

Table des matières: “… of decoder-only MoE transformers, however, it is unclear how the routing algorithm will impact continual pre…”
Accéder au texte intégral

Architecture and protocols for all-photonic quantum repeaters par Benchasattabuse, Naphan, Hajdušek, Michal, Van Meter, Rodney

Table des matières: “… present an algorithm for decoding logical measurement results, employing graphical reasoning based…”
Accéder au texte intégral

Quality-Aware Dynamic Resolution Adaptation Framework for Adaptive Video Streaming par Premkumar, Amritha, Rajendran, Prajit T, Menon, Vignesh V, Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Table des matières: “… and/ or decoding time below a threshold. QADRA implements a JND-based representation elimination algorithm…”
Accéder au texte intégral

Light-weight Retinal Layer Segmentation with Global Reasoning par He, Xiang, Song, Weiye, Wang, Yiming, Poiesi, Fabio, Yi, Ji, Desai, Manishi, Xu, Quanqing, Yang, Kongzheng, Wan, Yi

Table des matières: “…. In addition, the algorithm should be light-weight to be deployed for practical clinical applications…”
Accéder au texte intégral

Smoothing Linear Codes by Rényi Divergence and Applications to Security Reduction par Yan, Hao, Ling, Cong

Table des matières: “… complexity of encoding/decoding algorithms in random codes, our research introduces enhanced structural…”
Accéder au texte intégral

LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design par Kong, Rui, Li, Qiyang, Fang, Xinyu, Feng, Qingtian, He, Qingfeng, Dong, Yazhu, Wang, Weijun, Li, Yuanchun, Kong, Linghe, Liu, Yunxin

Table des matières: “… to huge inference latency overhead, slowing down the decoding speed by 2.5+ times. In this paper, we…”
Accéder au texte intégral

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

Table des matières: “… of prefilling and decoding phases. Although several attempts have been made to accelerate decoding…”
Accéder au texte intégral

Single Sparse Graph Enhanced Expectation Propagation Algorithm Design for Uplink MIMO-SCMA par Luo, Qu, Zhu, Jing, Chen, Gaojie, Xiao, Pei, Tafazolli, Rahim

Table des matières: “… propagation algorithm (EPA) receiver, referred to as SSG-EPA, for uplink MIMO-SCMA systems. Firstly, we…”
Accéder au texte intégral

ESC-MVQ: End-to-End Semantic Communication With Multi-Codebook Vector Quantization par Shin, Junyong, Oh, Yongjeong, Park, Jinsung, Park, Joohyuk, Jeon, Yo-Seb

Table des matières: “…-flip probabilities with a single encoder-decoder pair. To maximize inference performance when deploying…”
Accéder au texte intégral

TableCenterNet: A one-stage network for table structure recognition par Xiao, Anyi, Yang, Cihui

Table des matières: “…-consuming sequential decoding, or rely on complex post-processing algorithms to parse the logical structure…”
Accéder au texte intégral

TSCL:Multi-party loss Balancing scheme for deep learning Image steganography based on Curriculum learning par Zhang, Fengchun Liu. Tong, Zhang, Chunying

Table des matières: “… scheduler (TSCL) for balancing multinomial losses in deep learning image steganography algorithms. TSCL…”
Accéder au texte intégral

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

Table des matières: “…, focusing on simultaneously pruning the encoder and decoder of an autoencoder. We introduce two new mutation…”
Accéder au texte intégral

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification par Wang, Jikai, Tian, Zhenxu, Li, Juntao, Xia, Qingrong, Duan, Xinyu, Wang, Zhefeng, Huai, Baoxing, Zhang, Min

Table des matières: “… costs. In this paper, we present a training-free alignment-augmented speculative decoding algorithm. We…”
Accéder au texte intégral

BDD2Seq: Enabling Scalable Reversible-Circuit Synthesis via Graph-to-Sequence Learning par Miao, Mingkai, Tang, Jianheng, Hu, Guangyu, Zhang, Hongce

Table des matières: “… with a Pointer-Network decoder and Diverse Beam Search to predict high-quality orderings. By treating…”
Accéder au texte intégral

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

Table des matières: “… are selected algorithmically, via a dynamic-programming objective that maximizes cross-layer similarity over a…”
Accéder au texte intégral

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces par Li, Siyang, Ouyang, Jiayi, Cui, Zhenyao, Wang, Ziwei, Jia, Tianwang, Wan, Feng, Wu, Dongrui

Table des matières: “… deployment of decoding algorithms for EEG-based BCI. …”
Accéder au texte intégral

CodeCircuit: Toward Inferring LLM-Generated Code Correctness via Attribution Graphs par He, Yicheng, Zhao, Zheng, Kaiyu, Zhou, Dai, Bryan, Fu, Jie, Yang, Yonghui

Table des matières: “… is to investigate whether the model's neural dynamics encode internally decodable signals that are predictive…”
Accéder au texte intégral

CompleteRXN: Toward Completing Open Chemical Reaction Databases par Vogel, Gabriel, Noordsij, Minouk, Pidko, Evgeny, Weber, Jana M.

Table des matières: “… baselines, including a novel encoder-decoder reaction completion model with constrained decoding…”
Accéder au texte intégral