Maintaining Discrimination and Fairness in Class Incremental Learning Nov 16, 2019 class-incremental learning Class Incremental Learning
Code Code Available 5 Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning Jul 8, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning Mar 15, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Learning to Segment the Tail Apr 2, 2020 Few-Shot Learning Incremental Learning
Code Code Available 5 Multi-Domain Incremental Learning for Semantic Segmentation Oct 23, 2021 Incremental Learning Scene Segmentation
Code Code Available 5 Compacting, Picking and Growing for Unforgetting Continual Learning Oct 15, 2019 Age And Gender Classification Continual Learning
Code Code Available 5 A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Oct 22, 2023 Continual Learning Continual Semantic Segmentation
Code Code Available 5 Componential Prompt-Knowledge Alignment for Domain Incremental Learning May 7, 2025 Incremental Learning Transfer Learning
Code Code Available 5 On the Limitations of Continual Learning for Malware Classification Aug 13, 2022 Continual Learning General Classification
Code Code Available 5 Modeling Missing Annotations for Incremental Learning in Object Detection Apr 19, 2022 Incremental Learning Instance Segmentation
Code Code Available 5 Relation-Guided Adversarial Learning for Data-free Knowledge Transfer Dec 16, 2024 Data-free Knowledge Distillation Data Free Quantization
Code Code Available 5 Class-incremental Learning with Rectified Feature-Graph Preservation Dec 15, 2020 class-incremental learning Class Incremental Learning
Code Code Available 5 Class-incremental Learning with Pre-allocated Fixed Classifiers Oct 16, 2020 class-incremental learning Class Incremental Learning
Code Code Available 5 Class Incremental Learning with Multi-Teacher Distillation Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 A Practical Incremental Learning Framework For Sparse Entity Extraction Jun 26, 2018 Active Learning Entity Extraction using GAN
Code Code Available 5 Large Scale Incremental Learning May 30, 2019 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 Activating Sparse Part Concepts for 3D Class Incremental Learning Jan 1, 2025 class-incremental learning Class 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 Class-Incremental Learning via Knowledge Amalgamation Sep 5, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Class-incremental Learning via Deep Model Consolidation Mar 19, 2019 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 IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental Segmentation Feb 7, 2025 class-incremental learning Class 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 Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments Oct 9, 2020 Incremental Learning Q-Learning
Code Code Available 5 