Résultats de la recherche - decoding (algorithm OR Algorithmssics)

Masked Transformer for Electrocardiogram Classification par Zhou, Ya, Diao, Xiaolin, Huo, Yanni, Liu, Yang, Fan, Xiaohan, Zhao, Wei

Table des matières: “…. With the advent of advanced algorithms, various deep learning models have been adopted for ECG tasks. However…”
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Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis par Bonazzi, Pietro, Li, Yawei, Bian, Sizhen, Magno, Michele

Table des matières: “… present "Q-Segment", a quantized real-time segmentation algorithm, and conduct a comprehensive evaluation…”
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JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models par Fisher, Jillian, Lu, Ximing, Jung, Jaehun, Jiang, Liwei, Harchaoui, Zaid, Choi, Yejin

Table des matières: “…, a user-controlled, inference-time algorithm for authorship obfuscation that can be in principle…”
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Demystifying the Physics of Deep Reinforcement Learning-Based Autonomous Vehicle Decision-Making par Wan, Hanxi, Li, Pei, Kusari, Arpan

Table des matières: “… in AVs. Therefore, in this research work, we try to decode the knowledge learnt by the attention-based…”
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LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale par Cho, Jaehong, Kim, Minsu, Choi, Hyunmin, Heo, Guseul, Park, Jongse

Table des matières: “… (LLM) inference serving systems. These efforts not only include innovations in the algorithm…”
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A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization par Brenner, Aron, Khorramfar, Rahman, Sun, Jennifer, Amin, Saurabh

Table des matières: “…. In this work, we introduce AGRO, a solution algorithm that performs adversarial generation for two-stage…”
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MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classification par Autthasan, Phairot, Chaisaen, Rattanaphon, Phan, Huy, De Vos, Maarten, Wilaiprasitporn, Theerawit

Table des matières: “…-computer interface (BCI) systems, enhancing the decoding of electroencephalography (EEG) signals. However…”
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Hardware Acceleration of Kolmogorov-Arnold Network (KAN) for Lightweight Edge Inference par Huang, Wei-Hsing, Jia, Jianwei, Kong, Yuyao, Waqar, Faaiq, Wen, Tai-Hao, Chang, Meng-Fan, Yu, Shimeng

Table des matières: “…, MUXs, decoders, etc.). For the first time, this paper employs an algorithm-hardware co-design…”
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A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network par Rico, Julian Carvajal, Alaeddini, Adel, Faruqui, Syed Hasib Akhter, Fisher-Hoch, Susan P, Mccormick, Joseph B

Table des matières: “… decoder, are then processed by a GNN using a novel Laplacian regularization technique to refine the graph…”
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Deep Transfer Learning-based Detection for Flash Memory Channels par Mei, Zhen, Cai, Kui, Shi, Long, Li, Jun, Chen, Li, Immink, Kees A. Schouhamer

Table des matières: “…) algorithm for flash memory channel detection. It can effectively reduce the training data size from $10^6…”
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AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding par Nguyen, Nhan Duc Thanh, Phan, Huy, Geirnaert, Simon, Mikkelsen, Kaare, Kidmose, Preben

Table des matières: “…Auditory attention decoding (AAD) is the process of identifying the attended speech in a multi…”
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Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection par Zheng, Chaoda, Wang, Feng, Wang, Naiyan, Cui, Shuguang, Li, Zhen

Table des matières: “…-centric occupancy perception from both data and algorithm perspectives. On the data side, we construct…”
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Optimum Power Allocation for Low Rank Wi-Fi Channels: A Comparison with Deep RL Framework par Mohsin, Muhammad Ahmed, Bhattacharya, Sagnik, Rajabalifardi, Kamyar, Pote, Rohan, Cioffi, John M.

Table des matières: “… algorithm for multi-carrier NOMA, named minPMAC, and an associated time-sharing algorithm that adaptively…”
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Upside Down Reinforcement Learning with Policy Generators par Di Ventura, Jacopo, Ashley, Dylan R., Herrmann, Vincent, Faccio, Francesco, Schmidhuber, Jürgen

Table des matières: “… this using Hypernetworks - a variant of Fast Weight Programmers, which learn to decode input commands…”
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QPanda3: A High-Performance Software-Hardware Collaborative Framework for Large-Scale Quantum-Classical Computing Integration par Zou, Tianrui, Fang, Yuan, Wang, Jing, Dou, Menghan, Fu, Jun, Zhao, ZiQiang, Zhao, ShuBin, Yu, Lei, Zhao, Dongyi, Chen, Zhaoyun, Guo, Guoping

Table des matières: “… and communication overhead. OriginBIS achieves up to 86.9$\times$ faster encoding and 35.6$\times$ faster decoding…”
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Optimizing LLM Inference: Fluid-Guided Online Scheduling with Memory Constraints par Ao, Ruicheng, Luo, Gan, Simchi-Levi, David, Wang, Xinshang

Table des matières: “…, which extends the rule to unknown output lengths by regulating how requests advance across decode-stage…”
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A surrogate model for topology optimisation of elastic structures via parametric autoencoders par Giacomini, Matteo, Huerta, Antonio

Table des matières: “…A surrogate-based topology optimisation algorithm for linear elastic structures under parametric…”
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Offline Multi-Task Multi-Objective Data-Driven Evolutionary Algorithm with Language Surrogate Model and Implicit Q-Learning par Zhang, Xian-Rong, Gong, Yue-Jiao, Ma, Zeyuan, Zhang, Jun

Table des matières: “…Data-driven evolutionary algorithms has shown surprising results in addressing expensive…”
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Goal-Oriented Framework for Optical Flow-based Multi-User Multi-Task Video Transmission par Xu, Yujie, Chen, Shutong, Li, Nan, Deng, Yansha, Yuan, Jinhong, Schober, Robert

Table des matières: “… semantic decoder for high-quality video reconstruction and video classification tasks. To minimize…”
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Green Manufacturing Capacity Planning by Integrating Distributionally Robust Optimization and Generative AI par Zhou, Xin, Lu, Zhengsong, Zeng, Bo, Geng, Na

Table des matières: “… is integrated into an exact decomposition algorithm, through a novel encoding/decoding scheme designed…”
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