Search Results - decoding (Algorithmssics OR algorithm)

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

Table of Contents: “…. With the advent of advanced algorithms, various deep learning models have been adopted for ECG tasks. However…”
Get full text

Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis by Bonazzi, Pietro, Li, Yawei, Bian, Sizhen, Magno, Michele

Table of Contents: “… present "Q-Segment", a quantized real-time segmentation algorithm, and conduct a comprehensive evaluation…”
Get full text

JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models by Fisher, Jillian, Lu, Ximing, Jung, Jaehun, Jiang, Liwei, Harchaoui, Zaid, Choi, Yejin

Table of Contents: “…, a user-controlled, inference-time algorithm for authorship obfuscation that can be in principle…”
Get full text

Demystifying the Physics of Deep Reinforcement Learning-Based Autonomous Vehicle Decision-Making by Wan, Hanxi, Li, Pei, Kusari, Arpan

Table of Contents: “… in AVs. Therefore, in this research work, we try to decode the knowledge learnt by the attention-based…”
Get full text

LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale by Cho, Jaehong, Kim, Minsu, Choi, Hyunmin, Heo, Guseul, Park, Jongse

Table of Contents: “… (LLM) inference serving systems. These efforts not only include innovations in the algorithm…”
Get full text

A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization by Brenner, Aron, Khorramfar, Rahman, Sun, Jennifer, Amin, Saurabh

Table of Contents: “…. In this work, we introduce AGRO, a solution algorithm that performs adversarial generation for two-stage…”
Get full text

MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classification by Autthasan, Phairot, Chaisaen, Rattanaphon, Phan, Huy, De Vos, Maarten, Wilaiprasitporn, Theerawit

Table of Contents: “…-computer interface (BCI) systems, enhancing the decoding of electroencephalography (EEG) signals. However…”
Get full text

Hardware Acceleration of Kolmogorov-Arnold Network (KAN) for Lightweight Edge Inference by Huang, Wei-Hsing, Jia, Jianwei, Kong, Yuyao, Waqar, Faaiq, Wen, Tai-Hao, Chang, Meng-Fan, Yu, Shimeng

Table of Contents: “…, MUXs, decoders, etc.). For the first time, this paper employs an algorithm-hardware co-design…”
Get full text

A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network by Rico, Julian Carvajal, Alaeddini, Adel, Faruqui, Syed Hasib Akhter, Fisher-Hoch, Susan P, Mccormick, Joseph B

Table of Contents: “… decoder, are then processed by a GNN using a novel Laplacian regularization technique to refine the graph…”
Get full text

Deep Transfer Learning-based Detection for Flash Memory Channels by Mei, Zhen, Cai, Kui, Shi, Long, Li, Jun, Chen, Li, Immink, Kees A. Schouhamer

Table of Contents: “…) algorithm for flash memory channel detection. It can effectively reduce the training data size from $10^6…”
Get full text

AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding by Nguyen, Nhan Duc Thanh, Phan, Huy, Geirnaert, Simon, Mikkelsen, Kaare, Kidmose, Preben

Table of Contents: “…Auditory attention decoding (AAD) is the process of identifying the attended speech in a multi…”
Get full text

Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection by Zheng, Chaoda, Wang, Feng, Wang, Naiyan, Cui, Shuguang, Li, Zhen

Table of Contents: “…-centric occupancy perception from both data and algorithm perspectives. On the data side, we construct…”
Get full text

Optimum Power Allocation for Low Rank Wi-Fi Channels: A Comparison with Deep RL Framework by Mohsin, Muhammad Ahmed, Bhattacharya, Sagnik, Rajabalifardi, Kamyar, Pote, Rohan, Cioffi, John M.

Table of Contents: “… algorithm for multi-carrier NOMA, named minPMAC, and an associated time-sharing algorithm that adaptively…”
Get full text

Upside Down Reinforcement Learning with Policy Generators by Di Ventura, Jacopo, Ashley, Dylan R., Herrmann, Vincent, Faccio, Francesco, Schmidhuber, Jürgen

Table of Contents: “… this using Hypernetworks - a variant of Fast Weight Programmers, which learn to decode input commands…”
Get full text

QPanda3: A High-Performance Software-Hardware Collaborative Framework for Large-Scale Quantum-Classical Computing Integration by Zou, Tianrui, Fang, Yuan, Wang, Jing, Dou, Menghan, Fu, Jun, Zhao, ZiQiang, Zhao, ShuBin, Yu, Lei, Zhao, Dongyi, Chen, Zhaoyun, Guo, Guoping

Table of Contents: “… and communication overhead. OriginBIS achieves up to 86.9$\times$ faster encoding and 35.6$\times$ faster decoding…”
Get full text

Optimizing LLM Inference: Fluid-Guided Online Scheduling with Memory Constraints by Ao, Ruicheng, Luo, Gan, Simchi-Levi, David, Wang, Xinshang

Table of Contents: “…, which extends the rule to unknown output lengths by regulating how requests advance across decode-stage…”
Get full text

A surrogate model for topology optimisation of elastic structures via parametric autoencoders by Giacomini, Matteo, Huerta, Antonio

Table of Contents: “…A surrogate-based topology optimisation algorithm for linear elastic structures under parametric…”
Get full text

Offline Multi-Task Multi-Objective Data-Driven Evolutionary Algorithm with Language Surrogate Model and Implicit Q-Learning by Zhang, Xian-Rong, Gong, Yue-Jiao, Ma, Zeyuan, Zhang, Jun

Table of Contents: “…Data-driven evolutionary algorithms has shown surprising results in addressing expensive…”
Get full text

Goal-Oriented Framework for Optical Flow-based Multi-User Multi-Task Video Transmission by Xu, Yujie, Chen, Shutong, Li, Nan, Deng, Yansha, Yuan, Jinhong, Schober, Robert

Table of Contents: “… semantic decoder for high-quality video reconstruction and video classification tasks. To minimize…”
Get full text

Green Manufacturing Capacity Planning by Integrating Distributionally Robust Optimization and Generative AI by Zhou, Xin, Lu, Zhengsong, Zeng, Bo, Geng, Na

Table of Contents: “… is integrated into an exact decomposition algorithm, through a novel encoding/decoding scheme designed…”
Get full text