A Noise‐Tolerant Inference Procedure for Quasi‐Monte Carlo Likelihood Estimation of a Joint Model for Multiple Longitudinal Markers and Competing Risks
Sign Up to like & getrecommendations! Published in 2025 at "Statistics in Medicine"
DOI: 10.1002/sim.70298
Abstract: Despite increasingly widespread use, complex joint models for longitudinal and survival data can be difficult to estimate. Notably, this could be due to the computation of the intractable integral over random effects involved in the… read more here.
Keywords: noise tolerant; newton algorithm; quasi newton; likelihood ... See more keywords
Feed-forward and noise-tolerant detection of feature homogeneity in spiking networks with a latency code
Sign Up to like & getrecommendations! Published in 2021 at "Biological cybernetics"
DOI: 10.1007/s00422-021-00866-w
Abstract: In studies of the visual system as well as in computer vision, the focus is often on contrast edges. However, the primate visual system contains a large number of cells that are insensitive to spatial… read more here.
Keywords: latency; forward noise; noise tolerant; feed forward ... See more keywords
Towards instance-dependent label noise-tolerant classification: a probabilistic approach
Sign Up to like & getrecommendations! Published in 2018 at "Pattern Analysis and Applications"
DOI: 10.1007/s10044-018-0750-z
Abstract: Learning from labelled data is becoming more and more challenging due to inherent imperfection of training labels. Existing label noise-tolerant learning machines were primarily designed to tackle class-conditional noise which occurs at random, independently from… read more here.
Keywords: label noise; dependent label; noise tolerant; instance dependent ... See more keywords
Highly noise-tolerant hybrid algorithm for phase retrieval from a single-shot spatial carrier fringe pattern
Sign Up to like & getrecommendations! Published in 2018 at "Optics and Lasers in Engineering"
DOI: 10.1016/j.optlaseng.2017.08.011
Abstract: Abstract A highly noise-tolerant hybrid algorithm ( NTHA ) is proposed in this study for phase retrieval from a single-shot spatial carrier fringe pattern ( SCFP ), which effectively combines the merits of spatial carrier… read more here.
Keywords: phase; spatial carrier; noise tolerant; fringe ... See more keywords
Noise Tolerant Photonic Bowtie Grating Environmental Sensor
Sign Up to like & getrecommendations! Published in 2024 at "ACS Sensors"
DOI: 10.1021/acssensors.3c02419
Abstract: Resonant photonic refractive index sensors have made major advances based on their high sensitivity and contact-less readout capability, which is advantageous in many areas of science and technology. A major issue for the technological implementation… read more here.
Keywords: noise tolerant; bowtie; sensor; tolerant photonic ... See more keywords
Fast and noise-tolerant determination of the center of rotation in tomography
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Synchrotron Radiation"
DOI: 10.1107/s1600577521012777
Abstract: A rapid phase symmetry method for finding the center of rotation in tomographic data using two images located 180° ± Δθ apart is introduced. The method is more robust against photon noise than image correlation methods, and… read more here.
Keywords: determination center; fast noise; rotation; tolerant determination ... See more keywords
A New Noise-Tolerant Dual-Neural-Network Scheme for Robust Kinematic Control of Robotic Arms With Unknown Models
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/CAA Journal of Automatica Sinica"
DOI: 10.1109/jas.2022.105869
Abstract: Taking advantage of their inherent dexterity, robotic arms are competent in completing many tasks efficiently. As a result of the modeling complexity and kinematic uncertainty of robotic arms, model-free control paradigm has been proposed and… read more here.
Keywords: robotic arms; control; kinematic control; scheme ... See more keywords
Toward Facial Expression Recognition in the Wild via Noise-Tolerant Network
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3220669
Abstract: Facial Expression Recognition (FER) has recently emerged as a crucial area in Human-Computer Interaction (HCI) system for understanding the user’s inner state and intention. However, feature- and label-noise constitute the major challenge for FER in… read more here.
Keywords: network; noise; facial expression; expression recognition ... See more keywords
Massive-Scale Genre Communities Learning Using a Noise-Tolerant Deep Architecture
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2019.2955240
Abstract: Accurately categorizing million-scale Internet users (e.g., Flickr or Google Picasa) into multiple communities based on their genre tastes is an indispensable techniquein machine learning and multimedia. It can facilitate a series of applications, such as… read more here.
Keywords: image labels; deep architecture; noise tolerant; tolerant deep ... See more keywords
Noise-Tolerant CIM-DNNs Explained.
Sign Up to like & getrecommendations! Published in 2025 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2025.3621473
Abstract: Compute-in-memory (CIM) systems implemented with resistive random access memory (RRAM) crossbars are a promising approach for accelerating deep neural network (DNN) computations. However, it is noteworthy that RRAM-based CIM systems are susceptible to computational errors.… read more here.
Keywords: vat; noise tolerant; dnns; cim dnns ... See more keywords
Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2023.3236459
Abstract: Supervised deep learning has achieved tremendous success in many computer vision tasks, which however is prone to overfit noisy labels. To mitigate the undesirable influence of noisy labels, robust loss functions offer a feasible approach… read more here.
Keywords: mml mml; mml; loss functions; noise tolerant ... See more keywords