On the public citation graph

Error-Driven Incremental Learning in Deep Convolutional Neural Network for Large-Scale Image Classification

0 signed · 245 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.

Claim with ORCID

Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.

See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-642-15555-0_6openalex-snapshot

What Does Classifying More Than 10,000 Image Categories Tell Us?

inferredcites →https://doi.org/10.1007/978-3-642-15561-1_11openalex-snapshot

Improving the Fisher Kernel for Large-Scale Image Classification

inferredcites →https://doi.org/10.1007/s11263-009-0275-4openalex-snapshot

The Pascal Visual Object Classes (VOC) Challenge

inferredcites →https://doi.org/10.1016/j.cviu.2005.09.012openalex-snapshot

Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories

inferredcites →https://doi.org/10.1023/a:1018046501280openalex-snapshot

Learning in the Presence of Concept Drift and Hidden Contexts

inferredcites →https://doi.org/10.1109/cvpr.2006.68openalex-snapshot

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

inferredcites →https://doi.org/10.1109/cvpr.2008.4587410openalex-snapshot

Learning and using taxonomies for fast visual categorization

inferredcites →https://doi.org/10.1109/cvpr.2009.5206594openalex-snapshot

Learning to detect unseen object classes by between-class attribute transfer

inferredcites →https://doi.org/10.1109/cvpr.2009.5206848openalex-snapshot

ImageNet: A large-scale hierarchical image database

inferredcites →https://doi.org/10.1109/cvpr.2010.5540018openalex-snapshot

Locality-constrained Linear Coding for image classification

inferredcites →https://doi.org/10.1109/cvpr.2010.5540064openalex-snapshot

Safety in numbers: Learning categories from few examples with multi model knowledge transfer

inferredcites →https://doi.org/10.1109/cvpr.2013.431openalex-snapshot

From N to N+1: Multiclass Transfer Incremental Learning

inferredcites →https://doi.org/10.1109/cvprw.2009.5206594openalex-snapshot

Learning to detect unseen object classes by between-class attribute transfer

inferredcites →https://doi.org/10.1109/iccv.2011.6126504openalex-snapshot

Tabula rasa: Model transfer for object category detection

inferredcites →https://doi.org/10.1109/tnn.2011.2160459openalex-snapshot

Incremental Learning of Concept Drift in Nonstationary Environments

inferredcites →https://doi.org/10.1109/tpami.2006.79openalex-snapshot

One-shot learning of object categories

inferredcites →https://doi.org/10.1145/1553374.1553380openalex-snapshot

Curriculum learning

inferredcites →https://doi.org/10.1145/2393347.2393418openalex-snapshot

Image annotation by semantic sparse recoding of visual content

inferredcites →https://doi.org/10.1145/3065386openalex-snapshot

ImageNet classification with deep convolutional neural networks

inferredcites →https://doi.org/10.48550/arxiv.1312.6204openalex-snapshot

One-Shot Adaptation of Supervised Deep Convolutional Models

inferredcites →https://doi.org/10.48550/arxiv.1312.6211openalex-snapshot

An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.3159131openalex-extracted

Towards a Future Reallocation of Work between Humans and Machines Taxonomy of Tasks and Interaction Types in the Context of Machine Learning

inferred← citeshttps://doi.org/10.1002/9781119527886.refsopenalex-snapshot

References

inferred← citeshttps://doi.org/10.1002/ps.70664openalex-snapshot

PestCLIP : an incremental pest recognition framework based on a vision‐language model

inferred← citeshttps://doi.org/10.1007/978-3-030-01216-8_36openalex-snapshot

Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias

inferred← citeshttps://doi.org/10.1007/978-3-030-01258-8_15openalex-snapshot

End-to-End Incremental Learning

inferred← citeshttps://doi.org/10.1007/978-3-030-12385-7_31openalex-snapshot

A Secure Scalable Life-Long Learning Based on Multiagent Framework Using Cloud Computing

inferred← citeshttps://doi.org/10.1007/978-3-030-20876-9_1openalex-snapshot

Revisiting Distillation and Incremental Classifier Learning

inferred← citeshttps://doi.org/10.1007/978-3-030-30671-7_1openalex-snapshot

Domain Adaptation for Visual Understanding

inferred← citeshttps://doi.org/10.1007/978-3-030-43887-6_40openalex-snapshot

Adaptively Learning to Recognize Symbols in Handwritten Early Music

inferred← citeshttps://doi.org/10.1007/978-3-030-67318-5_16openalex-snapshot

Efficient Self-organized Feature Maps Through Developmental Learning

inferred← citeshttps://doi.org/10.1007/978-3-030-87199-4_3openalex-snapshot

Targeted Gradient Descent: A Novel Method for Convolutional Neural Networks Fine-Tuning and Online-Learning

inferred← citeshttps://doi.org/10.1007/978-3-030-90556-9_4openalex-snapshot

Intrusions Detection and Classification Using Deep Learning Approach

inferred← citeshttps://doi.org/10.1007/978-3-030-95384-3_38openalex-snapshot

GradMFL: Gradient Memory-Based Federated Learning for Hierarchical Knowledge Transferring Over Non-IID Data

inferred← citeshttps://doi.org/10.1007/978-3-031-42505-9_8openalex-snapshot

Learning Representations by Crystallized Back-Propagating Errors

inferred← citeshttps://doi.org/10.1007/978-3-031-54053-0_41openalex-snapshot

Intrusion Detection in IoT Network Using Few-Shot Class Incremental Learning

inferred← citeshttps://doi.org/10.1007/978-3-319-46475-6_6openalex-snapshot

Taxonomy-Regularized Semantic Deep Convolutional Neural Networks

inferred← citeshttps://doi.org/10.1007/978-3-319-54526-4_43openalex-snapshot

Fine-Tuning Deep Neural Networks in Continuous Learning Scenarios

inferred← citeshttps://doi.org/10.1007/978-981-13-6508-9_37openalex-snapshot

An Incremental Scheme with Weight Pruning to Train Deep Neural Network

inferred← citeshttps://doi.org/10.1007/978-981-15-3947-3_16openalex-snapshot

High-Resolution Land-Use Mapping in Beijing-Tianjin-Hebei Region Based on Convolutional Neural Network

inferred← citeshttps://doi.org/10.1007/978-981-15-4018-9_10openalex-snapshot

A Convolutional Fuzzy Min-Max Neural Network for Image Classification

inferred← citeshttps://doi.org/10.1007/978-981-15-6329-4_10openalex-snapshot

Recent Advances in Deep Learning Techniques and Its Applications: An Overview

inferred← citeshttps://doi.org/10.1007/978-981-19-2130-8_78openalex-snapshot

Traffic Density Classification for Multiclass Vehicles Using Customized Convolutional Neural Network for Smart City

inferred← citeshttps://doi.org/10.1007/978-981-97-7181-3_34openalex-snapshot

Robust Lightweight Neural Network Architecture Search Based on Multi-objective Particle Swarm Optimization

inferred← citeshttps://doi.org/10.1007/s00521-018-3351-2openalex-snapshot

Tourism scene classification based on multi-stage transfer learning model

inferred← citeshttps://doi.org/10.1007/s00521-021-06515-4openalex-snapshot

SSIT: a sample selection-based incremental model training method for image recognition

inferred← citeshttps://doi.org/10.1007/s10489-023-04454-2openalex-snapshot

Continual learning in an easy-to-hard manner

inferred← citeshttps://doi.org/10.1007/s11042-021-11163-wopenalex-snapshot

Incremental classifier learning based on PEDCC-loss and cosine distance

inferred← citeshttps://doi.org/10.1007/s11042-022-12651-3openalex-snapshot

Piezoresistor defect classification using convolutional neural networks based on incremental branch growth

inferred← citeshttps://doi.org/10.1007/s42452-024-05807-3openalex-snapshot

Online learning for DBC segmentation of new IGBT samples based on computed laminography imaging

inferred← citeshttps://doi.org/10.1016/j.aei.2026.104535openalex-snapshot

Domain adaptive person re-identification with spatiotemporal fusion towards real-world sparse surveillance

inferred← citeshttps://doi.org/10.1016/j.bspc.2023.105125openalex-snapshot

DM-RE2I: A framework based on diffusion model for the reconstruction from EEG to image

inferred← citeshttps://doi.org/10.1016/j.compbiomed.2021.104265openalex-snapshot

Improving blood cells classification in peripheral blood smears using enhanced incremental training

inferred← citeshttps://doi.org/10.1016/j.compbiomed.2023.107094openalex-snapshot

DNA protein binding recognition based on lifelong learning

inferred← citeshttps://doi.org/10.1016/j.cviu.2021.103167openalex-snapshot

Knowledge distillation for incremental learning in semantic segmentation

inferred← citeshttps://doi.org/10.1016/j.eswa.2020.113198openalex-snapshot

Learn#: A Novel incremental learning method for text classification

inferred← citeshttps://doi.org/10.1016/j.future.2018.09.020openalex-snapshot

FitCNN: A cloud-assisted and low-cost framework for updating CNNs on IoT devices

inferred← citeshttps://doi.org/10.1016/j.imavis.2018.04.004openalex-snapshot

Beyond one-hot encoding: Lower dimensional target embedding

inferred← citeshttps://doi.org/10.1016/j.inffus.2022.07.024openalex-snapshot

Non-IID data and Continual Learning processes in Federated Learning: A long road ahead

inferred← citeshttps://doi.org/10.1016/j.ins.2021.05.032openalex-snapshot

Modular neural network via exploring category hierarchy

inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2019.07.007openalex-snapshot

TreeUNet: Adaptive Tree convolutional neural networks for subdecimeter aerial image segmentation

inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2021.10.002openalex-snapshot

Digital taxonomist: Identifying plant species in community scientists’ photographs

inferred← citeshttps://doi.org/10.1016/j.jag.2020.102279openalex-snapshot

JellyNet: The convolutional neural network jellyfish bloom detector

inferred← citeshttps://doi.org/10.1016/j.jvcir.2018.11.009openalex-snapshot

Hybrid incremental learning of new data and new classes for hand-held object recognition

inferred← citeshttps://doi.org/10.1016/j.knosys.2022.108756openalex-snapshot

CPDGA: Change point driven growing auto-encoder for lifelong anomaly detection

inferred← citeshttps://doi.org/10.1016/j.knosys.2025.113913openalex-snapshot

Information-Theoretic Dual Memory System for continual learning

inferred← citeshttps://doi.org/10.1016/j.neucom.2017.01.026openalex-snapshot

Machine learning on big data: Opportunities and challenges

inferred← citeshttps://doi.org/10.1016/j.neucom.2019.05.038openalex-snapshot

Lifelong representation learning in dynamic attributed networks

inferred← citeshttps://doi.org/10.1016/j.neucom.2019.06.084openalex-snapshot

Unsupervised pre-trained filter learning approach for efficient convolution neural network

inferred← citeshttps://doi.org/10.1016/j.neucom.2019.07.094openalex-snapshot

G-GANISR: Gradual generative adversarial network for image super resolution

inferred← citeshttps://doi.org/10.1016/j.neucom.2020.04.003openalex-snapshot

A convolutional fuzzy min-max neural network

inferred← citeshttps://doi.org/10.1016/j.neucom.2021.04.141openalex-snapshot

Bringing AI to edge: From deep learning’s perspective

inferred← citeshttps://doi.org/10.1016/j.neunet.2019.01.012openalex-snapshot

Continual lifelong learning with neural networks: A review

inferred← citeshttps://doi.org/10.1016/j.neunet.2019.09.010openalex-snapshot

Tree-CNN: A hierarchical Deep Convolutional Neural Network for incremental learning

inferred← citeshttps://doi.org/10.1016/j.neunet.2023.09.014openalex-snapshot

A biologically inspired architecture with switching units can learn to generalize across backgrounds

inferred← citeshttps://doi.org/10.1016/j.patcog.2017.10.013openalex-snapshot

Recent advances in convolutional neural networks

inferred← citeshttps://doi.org/10.1016/j.patcog.2020.107342openalex-snapshot

Deep multi-person kinship matching and recognition for family photos

inferred← citeshttps://doi.org/10.1016/j.patcog.2025.111707openalex-snapshot

CIT: Rethinking class-incremental semantic segmentation with a Class Independent Transformation

inferred← citeshttps://doi.org/10.1016/j.radonc.2020.12.034openalex-snapshot

Automatic segmentation of three clinical target volumes in radiotherapy using lifelong learning

inferred← citeshttps://doi.org/10.1016/j.rse.2021.112603openalex-snapshot

Crop mapping from image time series: Deep learning with multi-scale label hierarchies

inferred← citeshttps://doi.org/10.1049/iet-cvi.2017.0636openalex-snapshot

CNN with coarse‐to‐fine layer for hierarchical classification

inferred← citeshttps://doi.org/10.1049/iet-ipr.2018.6153openalex-snapshot

Review of the application of machine learning to the automatic semantic annotation of images

inferred← citeshttps://doi.org/10.1080/00224065.2023.2224974openalex-snapshot

A continual learning framework for adaptive defect classification and inspection

inferred← citeshttps://doi.org/10.1093/nargab/lqaa009openalex-snapshot

DeepMicrobes: taxonomic classification for metagenomics with deep learning

inferred← citeshttps://doi.org/10.1109/access.2019.2897249openalex-snapshot

Discrete Robust Supervised Hashing for Cross-Modal Retrieval

inferred← citeshttps://doi.org/10.1109/access.2019.2904614openalex-snapshot

Class-Incremental Learning Based on Feature Extraction of CNN With Optimized Softmax and One-Class Classifiers

inferred← citeshttps://doi.org/10.1109/access.2019.2963056openalex-snapshot

Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing

inferred← citeshttps://doi.org/10.1109/access.2021.3074664openalex-snapshot

Intrusion Detection System Based on Fast Hierarchical Deep Convolutional Neural Network

inferred← citeshttps://doi.org/10.1109/access.2023.3287771openalex-snapshot

Class-Incremental Learning Based on Big Dataset Pre-Trained Models

inferred← citeshttps://doi.org/10.1109/apsipa.2017.8282094openalex-snapshot

Exploring confusing scene classes for the places dataset: Insights and solutions

inferred← citeshttps://doi.org/10.1109/aspdac.2018.8297379openalex-snapshot

Architectures and algorithms for user customization of CNNs

inferred← citeshttps://doi.org/10.1109/bigdata.2018.8622384openalex-snapshot

Automatic Hyperparameter Tuning of Machine Learning Models under Time Constraints

inferred← citeshttps://doi.org/10.1109/bigdata50022.2020.9378237openalex-snapshot

Combined Convolutional and Recurrent Neural Networks for Hierarchical Classification of Images

inferred← citeshttps://doi.org/10.1109/bracis.2018.00026openalex-snapshot

Increasing Convolutional Neural Networks Training Speed by Incremental Complexity Learning

inferred← citeshttps://doi.org/10.1109/ccdc.2019.8832774openalex-snapshot

Survey of incremental learning

inferred← citeshttps://doi.org/10.1109/comst.2017.2707140openalex-snapshot

State-of-the-Art Deep Learning: Evolving Machine Intelligence Toward Tomorrow’s Intelligent Network Traffic Control Systems

inferred← citeshttps://doi.org/10.1109/cvpr.2017.587openalex-snapshot

iCaRL: Incremental Classifier and Representation Learning

inferred← citeshttps://doi.org/10.1109/cvpr.2019.00046openalex-snapshot

Large Scale Incremental Learning

inferred← citeshttps://doi.org/10.1109/cvpr42600.2020.01252openalex-snapshot

Making Better Mistakes: Leveraging Class Hierarchies With Deep Networks

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.00117openalex-snapshot

Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.00442openalex-snapshot

Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.01503openalex-snapshot

Rectification-based Knowledge Retention for Continual Learning

inferred← citeshttps://doi.org/10.1109/cvpr52688.2022.01389openalex-snapshot

Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation

inferred← citeshttps://doi.org/10.1109/cvpr52688.2022.01636openalex-snapshot

Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.01462openalex-snapshot

Continual Learning for Motion Prediction Model via Meta-Representation Learning and Optimal Memory Buffer Retention Strategy

inferred← citeshttps://doi.org/10.1109/cvprw50498.2020.00119openalex-snapshot

Cognitively-Inspired Model for Incremental Learning Using a Few Examples

inferred← citeshttps://doi.org/10.1109/icapr.2017.8592942openalex-snapshot

A Hybrid Deep Neural Network for Online Learning

inferred← citeshttps://doi.org/10.1109/icassp.2016.7472165openalex-snapshot

Mediated experts for deep convolutional networks

inferred← citeshttps://doi.org/10.1109/icccn52240.2021.9522260openalex-snapshot

A Few-Shot Class-Incremental Learning Approach for Intrusion Detection

inferred← citeshttps://doi.org/10.1109/icce-asia.2018.8552156openalex-snapshot

Incremental Learning in Deep Convolutional Neural Network VIA Adaptive Regularization

inferred← citeshttps://doi.org/10.1109/iccic.2014.7238539openalex-snapshot

Universal approximation of nonlinear system predictions in sigmoid activation functions using artificial neural networks

inferred← citeshttps://doi.org/10.1109/iccv.2015.290openalex-snapshot

Augmenting Strong Supervision Using Web Data for Fine-Grained Categorization

inferred← citeshttps://doi.org/10.1109/iccv.2015.314openalex-snapshot

HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large Scale Visual Recognition

inferred← citeshttps://doi.org/10.1109/iccv.2019.00656openalex-snapshot

A Weakly Supervised Fine Label Classifier Enhanced by Coarse Supervision

inferred← citeshttps://doi.org/10.1109/iccv48922.2021.01052openalex-snapshot

Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process

inferred← citeshttps://doi.org/10.1109/iccv51070.2023.01711openalex-snapshot

Wasserstein Expansible Variational Autoencoder for Discriminative and Generative Continual Learning

inferred← citeshttps://doi.org/10.1109/iccv51070.2023.01916openalex-snapshot

Data-Free Class-Incremental Hand Gesture Recognition

inferred← citeshttps://doi.org/10.1109/iccv51070.2023.02020openalex-snapshot

Self-Evolved Dynamic Expansion Model for Task-Free Continual Learning

inferred← citeshttps://doi.org/10.1109/iccvw.2019.00400openalex-snapshot

Incremental Learning Techniques for Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/icde.2019.00128openalex-snapshot

Robust High Dimensional Stream Classification with Novel Class Detection

inferred← citeshttps://doi.org/10.1109/icis61260.2024.10778395openalex-snapshot

Class Incremental Learning with Forward Memory

inferred← citeshttps://doi.org/10.1109/icme.2018.8486457openalex-snapshot

Enhancing CNN Incremental Learning Capability with an Expanded Network

inferred← citeshttps://doi.org/10.1109/icpr.2016.7900189openalex-snapshot

Adaptive hierarchical classification networks

inferred← citeshttps://doi.org/10.1109/icpr48806.2021.9413025openalex-snapshot

RSAC: Regularized Subspace Approximation Classifier for Lightweight Continuous Learning

inferred← citeshttps://doi.org/10.1109/icpr48806.2021.9413299openalex-snapshot

Class-incremental Learning with Pre-allocated Fixed Classifiers

inferred← citeshttps://doi.org/10.1109/icra.2016.7487364openalex-snapshot

Robot learning with a spatial, temporal, and causal and-or graph

inferred← citeshttps://doi.org/10.1109/icra.2017.7989364openalex-snapshot

Incremental robot learning of new objects with fixed update time

inferred← citeshttps://doi.org/10.1109/icra.2019.8793715openalex-snapshot

Learning Discriminative Embeddings for Object Recognition on-the-fly

inferred← citeshttps://doi.org/10.1109/ijcnn52387.2021.9533797openalex-snapshot

Multi-Modal Meta Continual Learning

inferred← citeshttps://doi.org/10.1109/ijcnn64981.2025.11229215openalex-snapshot

Continual Gesture Learning without Data via Synthetic Feature Sampling

inferred← citeshttps://doi.org/10.1109/ines.2016.7555093openalex-snapshot

Fault recovery mechanism for smart city environments

inferred← citeshttps://doi.org/10.1109/infocomwkshps57453.2023.10225999openalex-snapshot

A Fully Distributed Training for Class Incremental Learning in Multihead Networks

inferred← citeshttps://doi.org/10.1109/iros47612.2022.9981327openalex-snapshot

Fast Hierarchical Learning for Few-Shot Object Detection

inferred← citeshttps://doi.org/10.1109/iros51168.2021.9636355openalex-snapshot

Annotation Cost Reduction of Stream-based Active Learning by Automated Weak Labeling using a Robot Arm

inferred← citeshttps://doi.org/10.1109/iske.2015.39openalex-snapshot

Image Clustering Based on the Human Intelligence

inferred← citeshttps://doi.org/10.1109/ismsit58785.2023.10304905openalex-snapshot

Facial Features Recognition Based on Their Shape and Color Using YOLOv8

inferred← citeshttps://doi.org/10.1109/isqed51717.2021.9424280openalex-snapshot

Conditional Classification: A Solution for Computational Energy Reduction

inferred← citeshttps://doi.org/10.1109/issrew53611.2021.00066openalex-snapshot

Methods for deep learning model failure detection and model adaption: A survey

inferred← citeshttps://doi.org/10.1109/jbhi.2020.2973372openalex-snapshot

Hierarchical Class Incremental Learning of Anatomical Structures in Fetal Echocardiography Videos

inferred← citeshttps://doi.org/10.1109/jiot.2024.3385016openalex-snapshot

OpenSense: An Open-World Sensing Framework for Incremental Learning and Dynamic Sensor Scheduling on Embedded Edge Devices

inferred← citeshttps://doi.org/10.1109/jstars.2019.2925416openalex-snapshot

Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data

inferred← citeshttps://doi.org/10.1109/lsp.2018.2843281openalex-snapshot

Adaptive Matrix Sketching and Clustering for Semisupervised Incremental Learning

inferred← citeshttps://doi.org/10.1109/radar54928.2023.10371106openalex-snapshot

Hierarchical Classification of ISAR Sequences

inferred← citeshttps://doi.org/10.1109/robio58561.2023.10355028openalex-snapshot

A Model for Cognitively Valid Lifelong Learning

inferred← citeshttps://doi.org/10.1109/rtcsa.2017.8046337openalex-snapshot

FitCNN: A cloud-assisted lightweight convolutional neural network framework for mobile devices

inferred← citeshttps://doi.org/10.1109/rtcsa55878.2022.00013openalex-snapshot

An Open-World Time-Series Sensing Framework for Embedded Edge Devices

inferred← citeshttps://doi.org/10.1109/tai.2021.3081055openalex-snapshot

GarbageNet: A Unified Learning Framework for Robust Garbage Classification

inferred← citeshttps://doi.org/10.1109/tai.2023.3339091openalex-snapshot

Continual Learning: A Review of Techniques, Challenges, and Future Directions

inferred← citeshttps://doi.org/10.1109/tcad.2021.3108706openalex-snapshot

MFS: A Brain-Inspired Memory Formation System for GAN

inferred← citeshttps://doi.org/10.1109/tcds.2021.3075143openalex-snapshot

3D_DEN: Open-Ended 3-D Object Recognition Using Dynamically Expandable Networks

inferred← citeshttps://doi.org/10.1109/tcsvt.2020.3005311openalex-snapshot

Incremental Learning of Multi-Domain Image-to-Image Translations

inferred← citeshttps://doi.org/10.1109/tcsvt.2021.3058098openalex-snapshot

Hierarchical Graph Neural Networks for Few-Shot Learning

inferred← citeshttps://doi.org/10.1109/tetc.2020.3037052openalex-snapshot

Incremental Learning Using a Grow-and-Prune Paradigm With Efficient Neural Networks

inferred← citeshttps://doi.org/10.1109/tetc.2022.3210905openalex-snapshot

Learning With Sharing: An Edge-Optimized Incremental Learning Method for Deep Neural Networks

inferred← citeshttps://doi.org/10.1109/tgrs.2022.3190392openalex-snapshot

Better Memorization, Better Recall: A Lifelong Learning Framework for Remote Sensing Image Scene Classification

inferred← citeshttps://doi.org/10.1109/tgrs.2022.3231351openalex-snapshot

Class-Incremental Semantic Segmentation of Aerial Images via Pixel-Level Feature Generation and Task-Wise Distillation

inferred← citeshttps://doi.org/10.1109/tgrs.2024.3353737openalex-snapshot

A Multiscale Incremental Learning Network for Remote Sensing Scene Classification

inferred← citeshttps://doi.org/10.1109/tie.2018.2798633openalex-snapshot

An Imbalance Modified Deep Neural Network With Dynamical Incremental Learning for Chemical Fault Diagnosis

inferred← citeshttps://doi.org/10.1109/tip.2017.2667405openalex-snapshot

HD-MTL: Hierarchical Deep Multi-Task Learning for Large-Scale Visual Recognition

inferred← citeshttps://doi.org/10.1109/tip.2018.2886758openalex-snapshot

SS-HCNN: Semi-Supervised Hierarchical Convolutional Neural Network for Image Classification

inferred← citeshttps://doi.org/10.1109/tmi.2023.3307892openalex-snapshot

Continual Nuclei Segmentation via Prototype-Wise Relation Distillation and Contrastive Learning

inferred← citeshttps://doi.org/10.1109/tmi.2024.3364969openalex-snapshot

Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery

inferred← citeshttps://doi.org/10.1109/tnnls.2021.3096457openalex-snapshot

Lifelong Mixture of Variational Autoencoders

inferred← citeshttps://doi.org/10.1109/tnnls.2023.3242448openalex-snapshot

Open-Ended Online Learning for Autonomous Visual Perception

inferred← citeshttps://doi.org/10.1109/tnnls.2024.3377194openalex-snapshot

Dynamic Neural Network Structure: A Review for its Theories and Applications

inferred← citeshttps://doi.org/10.1109/tpami.2016.2637331openalex-snapshot

Webly-Supervised Fine-Grained Visual Categorization via Deep Domain Adaptation

inferred← citeshttps://doi.org/10.1109/tpami.2021.3092677openalex-snapshot

Lifelong Teacher-Student Network Learning

inferred← citeshttps://doi.org/10.1109/tpami.2022.3213473openalex-snapshot

Class-Incremental Learning: Survey and Performance Evaluation on Image Classification

inferred← citeshttps://doi.org/10.1109/tpami.2022.3220928openalex-snapshot

Dynamic Self-Supervised Teacher-Student Network Learning

inferred← citeshttps://doi.org/10.1109/tpami.2025.3564188openalex-snapshot

Continual Unsupervised Generative Modeling

inferred← citeshttps://doi.org/10.1109/wacv.2018.00197openalex-snapshot

Improving Object Classification Performance via Confusing Categories Study

inferred← citeshttps://doi.org/10.1109/wacv57701.2024.00238openalex-snapshot

Overcoming Catastrophic Forgetting for Multi-Label Class-Incremental Learning

inferred← citeshttps://doi.org/10.1117/12.3029687openalex-snapshot

Small object detection in satellite remote sensing images based on super-resolution enhanced DETR

inferred← citeshttps://doi.org/10.1117/12.3033390openalex-snapshot

A large scale MIMO signal detection method based on IPIC

inferred← citeshttps://doi.org/10.1142/s012915642540138xopenalex-snapshot

Satellite Image Small Target Super-Resolution Detection Based on ACGAN and Enhanced DETR

inferred← citeshttps://doi.org/10.1142/s0218194019500347openalex-snapshot

LSTM-Based with Deterministic Negative Sampling for API Suggestion

inferred← citeshttps://doi.org/10.1145/2939672.2939835openalex-snapshot

Learning Cumulatively to Become More Knowledgeable

inferred← citeshttps://doi.org/10.1145/3123266.3123401openalex-snapshot

Incremental Accelerated Kernel Discriminant Analysis

inferred← citeshttps://doi.org/10.1145/3267935.3267936openalex-snapshot

Photo to Family Tree

inferred← citeshttps://doi.org/10.1145/3323873.3325053openalex-snapshot

Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning

inferred← citeshttps://doi.org/10.1145/3357384.3357981openalex-snapshot

Multi-stage Deep Classifier Cascades for Open World Recognition

inferred← citeshttps://doi.org/10.1145/3394171.3413718openalex-snapshot

IExpressNet

inferred← citeshttps://doi.org/10.1145/3466752.3480106openalex-snapshot

FPRaker: A Processing Element For Accelerating Neural Network Training

inferred← citeshttps://doi.org/10.1145/3557915.3560978openalex-snapshot

Learning citywide patterns of life from trajectory monitoring

inferred← citeshttps://doi.org/10.1145/3589334.3645621openalex-snapshot

DRAM-like Architecture with Asynchronous Refreshing for Continual Relation Extraction

inferred← citeshttps://doi.org/10.1145/3716550.3722022openalex-snapshot

Safety Monitoring for Learning-Enabled Cyber-Physical Systems in Out-of-Distribution Scenarios

inferred← citeshttps://doi.org/10.1145/3731763.3731795openalex-snapshot

A study on Few-shot Learning approach for Intrusion Detection System with Class Incremental Learning

inferred← citeshttps://doi.org/10.1155/2022/4879942openalex-snapshot

Class-Incremental Learning on Video-Based Action Recognition by Distillation of Various Knowledge

inferred← citeshttps://doi.org/10.1162/netn_a_00235openalex-snapshot

Thalamocortical contribution to flexible learning in neural systems

inferred← citeshttps://doi.org/10.1177/30504554261420143openalex-snapshot

Fast Evaluation of Deep Neural Network (DNN) for Past Dataset in Incremental Learning

inferred← citeshttps://doi.org/10.1609/aaai.v35i7.16756openalex-snapshot

I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting

inferred← citeshttps://doi.org/10.1609/aaai.v37i9.26292openalex-snapshot

Lifelong Compression Mixture Model via Knowledge Relationship Graph

inferred← citeshttps://doi.org/10.1609/aaai.v37i9.26293openalex-snapshot

Lifelong Variational Autoencoder via Online Adversarial Expansion Strategy

inferred← citeshttps://doi.org/10.17760/d20324043openalex-snapshot

Face recognition by deep learning

inferred← citeshttps://doi.org/10.18653/v1/2020.emnlp-main.355openalex-snapshot

ALICE: Active Learning with Contrastive Natural Language Explanations

inferred← citeshttps://doi.org/10.18653/v1/2021.nlp4convai-1.5openalex-snapshot

Overcoming Conflicting Data when Updating a Neural Semantic Parser

inferred← citeshttps://doi.org/10.18653/v1/n19-1086openalex-snapshot

Sentence Embedding Alignment for Lifelong Relation Extraction

inferred← citeshttps://doi.org/10.18653/v1/w19-43openalex-snapshot

Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)

inferred← citeshttps://doi.org/10.18653/v1/w19-4326openalex-snapshot

Meta-Learning Improves Lifelong Relation Extraction

inferred← citeshttps://doi.org/10.21203/rs.3.rs-2149586/v1openalex-snapshot

Generalized Spoof Detection and Incremental Algorithm Recognition for Spoofing Voice

inferred← citeshttps://doi.org/10.22215/etd/2023-15668openalex-snapshot

Intrusion Detection in IoT Network using Few-Shot Class Incremental Learning

inferred← citeshttps://doi.org/10.2352/issn.2470-1173.2016.19.coimg-152openalex-snapshot

Hierarchical Decomposition of Large Deep Networks

inferred← citeshttps://doi.org/10.23919/ccc50068.2020.9189280openalex-snapshot

Fault diagnosis of TE process based on incremental learning

inferred← citeshttps://doi.org/10.24138/jcomss.v16i2.1032openalex-snapshot

A Speech Quality Classifier based on Tree-CNN Algorithm that Considers Network Degradations

inferred← citeshttps://doi.org/10.31414/ee.2022.t.131518openalex-snapshot

Sistema de memórias complementares e neurogênese aplicado à problemas de aprendizado por reforço contínuo

inferred← citeshttps://doi.org/10.31449/inf.v45i7.3732openalex-snapshot

Hierarchical Modified Fast R-CNN for Object Detection

inferred← citeshttps://doi.org/10.3169/itej.69.141openalex-snapshot

ACM Multimedia (ACMMM) 2014 Report

inferred← citeshttps://doi.org/10.3233/jifs-179119openalex-snapshot

RETRACTED: A novel prediction model of PM2.5 mass concentration based on back propagation neural network algorithm

inferred← citeshttps://doi.org/10.3390/app13137773openalex-snapshot

Generalized Spoof Detection and Incremental Algorithm Recognition for Voice Spoofing

inferred← citeshttps://doi.org/10.3390/electronics10161879openalex-snapshot

Progressive Convolutional Neural Network for Incremental Learning

inferred← citeshttps://doi.org/10.3390/ijerph19031204openalex-snapshot

Necessity of Local Modification for Deep Learning Algorithms to Predict Diabetic Retinopathy

inferred← citeshttps://doi.org/10.3390/make4030036openalex-snapshot

Live Fish Species Classification in Underwater Images by Using Convolutional Neural Networks Based on Incremental Learning with Knowledge Distillation Loss

inferred← citeshttps://doi.org/10.3390/rs12111794openalex-snapshot

GeoBoost: An Incremental Deep Learning Approach toward Global Mapping of Buildings from VHR Remote Sensing Images

inferred← citeshttps://doi.org/10.3390/rs13214387openalex-snapshot

Boost Precision Agriculture with Unmanned Aerial Vehicle Remote Sensing and Edge Intelligence: A Survey

inferred← citeshttps://doi.org/10.3390/s20164627openalex-snapshot

An Online Classification Method for Fault Diagnosis of Railway Turnouts

inferred← citeshttps://doi.org/10.3390/s22228764openalex-snapshot

One-Class Convolutional Neural Networks for Water-Level Anomaly Detection

inferred← citeshttps://doi.org/10.33915/etd.8221openalex-snapshot

Improving Deep Learning Models in Weakly Supervised Learning Paradigms

inferred← citeshttps://doi.org/10.35546/kntu2078-4481.2024.2.35openalex-snapshot

ВИКОРИСТАННЯ МОЖЛИВОСТЕЙ ЗГОРТКОВОЇ НЕЙРОМЕРЕЖІ ДЛЯ ВИЯВЛЕННЯ ПОЗИТИВНОГО ОЦІНЮВАННЯ НЕДОБРОЧЕСНИХ СТУДЕНТІВ

inferred← citeshttps://doi.org/10.3934/mbe.2019326openalex-snapshot

Convolutional neural networks for computer-aided detection or diagnosis in medical image analysis: An overview

inferred← citeshttps://doi.org/10.48550/arxiv.1410.0736openalex-snapshot

HD-CNN: Hierarchical Deep Convolutional Neural Network for Large Scale Visual Recognition

inferred← citeshttps://doi.org/10.48550/arxiv.1511.06072openalex-snapshot

Mediated Experts for Deep Convolutional Networks

showing the first 200 of 224

Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.