Risultati della ricerca - decoding (Algorithmssic OR algorithm)

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

Sommario: “.... 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 di Bonazzi, Pietro, Li, Yawei, Bian, Sizhen, Magno, Michele

Sommario: “... 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 di Fisher, Jillian, Lu, Ximing, Jung, Jaehun, Jiang, Liwei, Harchaoui, Zaid, Choi, Yejin

Sommario: “..., 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 di Wan, Hanxi, Li, Pei, Kusari, Arpan

Sommario: “... 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 di Cho, Jaehong, Kim, Minsu, Choi, Hyunmin, Heo, Guseul, Park, Jongse

Sommario: “... (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 di Brenner, Aron, Khorramfar, Rahman, Sun, Jennifer, Amin, Saurabh

Sommario: “.... 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 di Autthasan, Phairot, Chaisaen, Rattanaphon, Phan, Huy, De Vos, Maarten, Wilaiprasitporn, Theerawit

Sommario: “...-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 di Huang, Wei-Hsing, Jia, Jianwei, Kong, Yuyao, Waqar, Faaiq, Wen, Tai-Hao, Chang, Meng-Fan, Yu, Shimeng

Sommario: “..., 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 di Rico, Julian Carvajal, Alaeddini, Adel, Faruqui, Syed Hasib Akhter, Fisher-Hoch, Susan P, Mccormick, Joseph B

Sommario: “... 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 di Mei, Zhen, Cai, Kui, Shi, Long, Li, Jun, Chen, Li, Immink, Kees A. Schouhamer

Sommario: “...) 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 di Nguyen, Nhan Duc Thanh, Phan, Huy, Geirnaert, Simon, Mikkelsen, Kaare, Kidmose, Preben

Sommario: “...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 di Zheng, Chaoda, Wang, Feng, Wang, Naiyan, Cui, Shuguang, Li, Zhen

Sommario: “...-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 di Mohsin, Muhammad Ahmed, Bhattacharya, Sagnik, Rajabalifardi, Kamyar, Pote, Rohan, Cioffi, John M.

Sommario: “... 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 di Di Ventura, Jacopo, Ashley, Dylan R., Herrmann, Vincent, Faccio, Francesco, Schmidhuber, Jürgen

Sommario: “... 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 di Zou, Tianrui, Fang, Yuan, Wang, Jing, Dou, Menghan, Fu, Jun, Zhao, ZiQiang, Zhao, ShuBin, Yu, Lei, Zhao, Dongyi, Chen, Zhaoyun, Guo, Guoping

Sommario: “... 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 di Ao, Ruicheng, Luo, Gan, Simchi-Levi, David, Wang, Xinshang

Sommario: “..., 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 di Giacomini, Matteo, Huerta, Antonio

Sommario: “...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 di Zhang, Xian-Rong, Gong, Yue-Jiao, Ma, Zeyuan, Zhang, Jun

Sommario: “...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 di Xu, Yujie, Chen, Shutong, Li, Nan, Deng, Yansha, Yuan, Jinhong, Schober, Robert

Sommario: “... 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 di Zhou, Xin, Lu, Zhengsong, Zeng, Bo, Geng, Na

Sommario: “... is integrated into an exact decomposition algorithm, through a novel encoding/decoding scheme designed...”
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