Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning Oct 30, 2023 Anomaly Detection class-incremental learning
Code Code Available 5 A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items Jan 7, 2022 Bayesian Inference Decoder
Code Code Available 5 Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-Organization May 28, 2018 Active Learning Continuous Object Recognition
Code Code Available 5 Enhancing Robustness in Incremental Learning with Adversarial Training Dec 6, 2023 Adversarial Robustness class-incremental learning
Code Code Available 5 Learning without Memorizing Nov 20, 2018 Incremental Learning
Code Code Available 5 Class-Incremental Learning based on Label Generation Jun 22, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Avoiding Forgetting and Allowing Forward Transfer in Continual Learning via Sparse Networks Oct 11, 2021 class-incremental learning Class Incremental Learning
Code Code Available 5 Class Impression for Data-free Incremental Learning Jun 26, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks Dec 5, 2021 Classification Continual Learning
Code Code Available 5 Learning to Predict by the Methods of Temporal Differences Mar 9, 1988 Incremental Learning Prediction
Code Code Available 5 LIME: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks Feb 11, 2021 Anomaly Detection Fraud Detection
Code Code Available 5 Class Balance Matters to Active Class-Incremental Learning Dec 9, 2024 Active Learning class-incremental learning
Code Code Available 5 CL3: A Collaborative Learning Framework for the Medical Data Ensuring Data Privacy in the Hyperconnected Environment Oct 10, 2024 Incremental Learning Transfer Learning
Code Code Available 5 CILIATE: Towards Fairer Class-based Incremental Learning by Dataset and Training Refinement Apr 9, 2023 Fairness Incremental Learning
Code Code Available 5 Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts Jul 9, 2025 Continual Learning Incremental Learning
Code Code Available 5 Learning a Unified Classifier Incrementally via Rebalancing Jun 1, 2019 Class Incremental Learning Incremental Learning
Code Code Available 5 CGC: Contrastive Graph Clustering for Community Detection and Tracking Apr 5, 2022 Clustering Community Detection
Code Code Available 5 Large Scale Incremental Learning May 30, 2019 class-incremental learning Class Incremental Learning
Code Code Available 5 Centroids Matching: an efficient Continual Learning approach operating in the embedding space Aug 3, 2022 Continual Learning Incremental Learning
Code Code Available 5 A Comprehensive Study of Class Incremental Learning Algorithms for Visual Tasks Nov 3, 2020 class-incremental learning Class Incremental Learning
Code Code Available 5 Learning Adaptive Embedding Considering Incremental Class Aug 31, 2020 class-incremental learning Class Incremental Learning
Code Code Available 5 Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic Segmentation Jul 18, 2024 Incremental Learning Semantic Segmentation
Code Code Available 5 CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning Jun 9, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Knowledge Transfer-Driven Few-Shot Class-Incremental Learning Jun 19, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 CBCL-PR: A Cognitively Inspired Model for Class-Incremental Learning in Robotics Jul 31, 2023 AI Agent class-incremental learning
Code Code Available 5 Causes of Catastrophic Forgetting in Class-Incremental Semantic Segmentation Sep 16, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 A comprehensive, application-oriented study of catastrophic forgetting in DNNs May 20, 2019 General Classification Incremental Learning
Code Code Available 5 L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning Jun 1, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 An EM Framework for Online Incremental Learning of Semantic Segmentation Aug 8, 2021 Incremental Learning Missing Labels
Code Code Available 5 Catastrophic forgetting: still a problem for DNNs May 20, 2019 Incremental Learning Model Selection
Code Code Available 5 Dealing with Cross-Task Class Discrimination in Online Continual Learning May 24, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Latent Spectral Regularization for Continual Learning Jan 9, 2023 Continual Learning Incremental Learning
Code Code Available 5 Knowledge Swapping via Learning and Unlearning Feb 12, 2025 image-classification Image Classification
Code Code Available 5 Class incremental learning with probability dampening and cascaded gated classifier Feb 2, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 AdaptoML-UX: An Adaptive User-centered GUI-based AutoML Toolkit for Non-AI Experts and HCI Researchers Oct 22, 2024 Automated Feature Engineering AutoML
Code Code Available 5 An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning Nov 11, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting Apr 3, 2023 Continual Learning Image Classification
Code Code Available 5 Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study Mar 2, 2023 Extractive Question-Answering Incremental Learning
Code Code Available 5 Interactive incremental learning of generalizable skills with local trajectory modulation Sep 9, 2024 Continual Learning Imitation Learning
Code Code Available 5 A comparative study of general fuzzy min-max neural networks for pattern classification problems Jul 31, 2019 BIG-bench Machine Learning Clustering
Code Code Available 5 Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments Oct 9, 2020 Incremental Learning Q-Learning
Code Code Available 5 IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental Segmentation Feb 7, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 IncSAR: A Dual Fusion Incremental Learning Framework for SAR Target Recognition Oct 8, 2024 Denoising Incremental Learning
Code Code Available 5 Incremental Sequence Learning Nov 9, 2016 General Classification Incremental Learning
Code Code Available 5 iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning Jul 12, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 ISSTAD: Incremental Self-Supervised Learning Based on Transformer for Anomaly Detection and Localization Mar 30, 2023 Anomaly Detection Anomaly Localization
Code Code Available 5 Buffer-based Gradient Projection for Continual Federated Learning Sep 3, 2024 Federated Learning Incremental Learning
Code Code Available 5 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild Mar 29, 2019 class-incremental learning Class Incremental Learning
Code Code Available 5 Incremental Learning with Repetition via Pseudo-Feature Projection Feb 27, 2025 Exemplar-Free Incremental Learning
Code Code Available 5 Initial Classifier Weights Replay for Memoryless Class Incremental Learning Aug 31, 2020 All class-incremental learning
Code Code Available 5 