Initial Classifier Weights Replay for Memoryless Class Incremental Learning Aug 31, 2020 All class-incremental learning
Code Code Available 5 COOLer: Class-Incremental Learning for Appearance-Based Multiple Object Tracking Oct 4, 2023 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 Divide and not forget: Ensemble of selectively trained experts in Continual Learning Jan 18, 2024 class-incremental learning Class Incremental Learning
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 iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning Jul 12, 2024 class-incremental learning Class Incremental Learning
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 ISSTAD: Incremental Self-Supervised Learning Based on Transformer for Anomaly Detection and Localization Mar 30, 2023 Anomaly Detection Anomaly Localization
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 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 Incremental Sequence Learning Nov 9, 2016 General Classification 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 Continuous Learning in Single-Incremental-Task Scenarios Jun 22, 2018 class-incremental learning Class Incremental Learning
Code Code Available 5 Incremental Learning of Event Definitions with Inductive Logic Programming Feb 24, 2014 Activity Recognition Incremental Learning
Code Code Available 5 Incremental Learning from Scratch for Task-Oriented Dialogue Systems Jun 12, 2019 Incremental Learning Task-Oriented Dialogue Systems
Code Code Available 5 Incremental Learning in Person Re-Identification Aug 20, 2018 Incremental Learning Person Re-Identification
Code Code Available 5 Continual Prune-and-Select: Class-incremental learning with specialized subnetworks Aug 9, 2022 class-incremental learning Class Incremental 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 Dealing with Cross-Task Class Discrimination in Online Continual Learning May 24, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Improving Replay-Based Continual Semantic Segmentation with Smart Data Selection Sep 20, 2022 Continual Learning Continual Semantic Segmentation
Code Code Available 5 Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness Mar 22, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 IL2M: Class Incremental Learning With Dual Memory Oct 1, 2019 class-incremental learning Class Incremental Learning
Code Code Available 5 FILDNE: A Framework for Incremental Learning of Dynamic Networks Embeddings Apr 6, 2019 Dynamic graph embedding Graph Embedding
Code Code Available 5 IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting Mar 26, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 Online Class-Incremental Learning For Real-World Food Image Classification Jan 12, 2023 Classification class-incremental learning
Code Code Available 5 Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities May 22, 2025 Brain Tumor Segmentation Incremental Learning
Code Code Available 5 Adaptive Adapter Routing for Long-Tailed Class-Incremental Learning Sep 11, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 ICICLE: Interpretable Class Incremental Continual Learning Mar 14, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Dynamic Modeling of User Preferences for Stable Recommendations Apr 11, 2021 Incremental Learning Recommendation Systems
Code Code Available 5 Incremental Embedding Learning via Zero-Shot Translation Dec 31, 2020 Face Recognition Image Retrieval
Code Code Available 5 Growing a Brain with Sparsity-Inducing Generation for Continual Learning Jan 1, 2023 Action Recognition Continual Learning
Code Code Available 5 Balanced Destruction-Reconstruction Dynamics for Memory-replay Class Incremental Learning Aug 3, 2023 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 AirLoop: Lifelong Loop Closure Detection Sep 18, 2021 Incremental Learning Lifelong learning
Code Code Available 5 GraphSAIL: Graph Structure Aware Incremental Learning for Recommender Systems Aug 25, 2020 Incremental Learning Recommendation Systems
Code Code Available 5 DYSON: Dynamic Feature Space Self-Organization for Online Task-Free Class Incremental Learning Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection Jan 1, 2025 Continual Learning Incremental Learning
Code Code Available 5 Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions Jun 14, 2021 BIG-bench Machine Learning Incremental Learning
Code Code Available 5 Continual Learning in Human Activity Recognition: an Empirical Analysis of Regularization Jul 6, 2020 Activity Recognition Continual Learning
Code Code Available 5 Gradient Episodic Memory for Continual Learning Jun 26, 2017 Continual Learning Incremental Learning
Code Code Available 5 UNIKD: UNcertainty-filtered Incremental Knowledge Distillation for Neural Implicit Representation Dec 21, 2022 3D Reconstruction Incremental Learning
Code Code Available 5 Long-Term Upper-Limb Prosthesis Myocontrol via High-Density sEMG and Incremental Learning Dec 20, 2024 Incremental Learning
Code Code Available 5 Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference Jul 19, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Class Balance Matters to Active Class-Incremental Learning Dec 9, 2024 Active Learning class-incremental learning
Code Code Available 5 GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 A continual learning survey: Defying forgetting in classification tasks Sep 18, 2019 Classification Continual Learning
Code Code Available 5 Generalized Knowledge Distillation via Relationship Matching May 4, 2022 Few-Shot Learning Incremental Learning
Code Code Available 5 FTF-ER: Feature-Topology Fusion-Based Experience Replay Method for Continual Graph Learning Jul 28, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation Jan 14, 2025 Active Learning class-incremental learning
Code Code Available 5 