Search Results - decoding (algorithm OR (algorithmics OR Algorithmssics))

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

Table of Contents: “… 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 by Benchasattabuse, Naphan, Hajdušek, Michal, Van Meter, Rodney

Table of Contents: “… 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 by Premkumar, Amritha, Rajendran, Prajit T, Menon, Vignesh V, Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Table of Contents: “… 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 by He, Xiang, Song, Weiye, Wang, Yiming, Poiesi, Fabio, Yi, Ji, Desai, Manishi, Xu, Quanqing, Yang, Kongzheng, Wan, Yi

Table of Contents: “…. 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 by Yan, Hao, Ling, Cong

Table of Contents: “… 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 by Kong, Rui, Li, Qiyang, Fang, Xinyu, Feng, Qingtian, He, Qingfeng, Dong, Yazhu, Wang, Weijun, Li, Yuanchun, Kong, Linghe, Liu, Yunxin

Table of Contents: “… to huge inference latency overhead, slowing down the decoding speed by 2.5+ times. In this paper, we…”
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CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs by Lv, Junlin, Feng, Yuan, Xie, Xike, Jia, Xin, Peng, Qirong, Xie, Guiming

Table of Contents: “… 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 by Luo, Qu, Zhu, Jing, Chen, Gaojie, Xiao, Pei, Tafazolli, Rahim

Table of Contents: “… 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 by Shin, Junyong, Oh, Yongjeong, Park, Jinsung, Park, Joohyuk, Jeon, Yo-Seb

Table of Contents: “…-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 by Xiao, Anyi, Yang, Cihui

Table of Contents: “…-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 by Zhang, Fengchun Liu. Tong, Zhang, Chunying

Table of Contents: “… scheduler (TSCL) for balancing multinomial losses in deep learning image steganography algorithms. TSCL…”
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Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators by Jorgensen, Steven, Hemberg, Erik, Toutouh, Jamal, O'Reilly, Una-May

Table of Contents: “…, 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 by Wang, Jikai, Tian, Zhenxu, Li, Juntao, Xia, Qingrong, Duan, Xinyu, Wang, Zhefeng, Huai, Baoxing, Zhang, Min

Table of Contents: “… 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 by Miao, Mingkai, Tang, Jianheng, Hu, Guangyu, Zhang, Hongce

Table of Contents: “… with a Pointer-Network decoder and Diverse Beam Search to predict high-quality orderings. By treating…”
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Kascade: A Practical Sparse Attention Method for Long-Context LLM Inference by Deshmukh, Dhruv, Goyal, Saurabh, Kwatra, Nipun, Ramjee, Ramachandran

Table of Contents: “… 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 by Li, Siyang, Ouyang, Jiayi, Cui, Zhenyao, Wang, Ziwei, Jia, Tianwang, Wan, Feng, Wu, Dongrui

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

Table of Contents: “… 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 by Vogel, Gabriel, Noordsij, Minouk, Pidko, Evgeny, Weber, Jana M.

Table of Contents: “… baselines, including a novel encoder-decoder reaction completion model with constrained decoding…”
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