Constrained Few-shot Class-incremental Learning Mar 30, 2022 class-incremental learning Class Incremental Learning
Code Code Available HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification Oct 21, 2021 Classification Continual Learning
Code Code Available GloDyNE: Global Topology Preserving Dynamic Network Embedding Aug 5, 2020 Graph Reconstruction Incremental Learning
Code Code Available Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
Code Code Available Distilling Causal Effect of Data in Class-Incremental Learning Mar 2, 2021 class-incremental learning Class Incremental Learning
Code Code Available DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Sep 18, 2023 Continual Learning Contrastive Learning
Code Code Available A preliminary study on continual learning in computer vision using Kolmogorov-Arnold Networks Sep 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization Jan 23, 2020 Direct Transfer Person Re-identification Domain Adaptation
Code Code Available Class-incremental Novel Class Discovery Jul 18, 2022 Incremental Learning Knowledge Distillation
Code Code Available Do Your Best and Get Enough Rest for Continual Learning Mar 24, 2025 Continual Learning Incremental Learning
Code Code Available EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental Learning Mar 13, 2025 class-incremental learning Class Incremental Learning
Code Code Available Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning Feb 6, 2024 class-incremental learning Class Incremental Learning
Code Code Available DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting Jun 16, 2023 Incremental Learning Meta-Learning
Code Code Available Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration Jan 1, 2025 class-incremental learning Class Incremental Learning
Code Code Available FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning Sep 25, 2023 class-incremental learning Class Incremental Learning
Code Code Available CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning Incremental Learning
Code Code Available Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure Mar 12, 2024 All Continual Learning
Code Code Available CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning May 30, 2025 class-incremental learning Class Incremental Learning
Code Code Available Fair yet Asymptotically Equal Collaborative Learning Jun 9, 2023 Fairness Incremental Learning
Code Code Available CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning Oct 8, 2024 class-incremental learning Class Incremental Learning
Code Code Available Prototype-based Incremental Few-Shot Semantic Segmentation Nov 30, 2020 Few-Shot Semantic Segmentation Incremental Learning
Code Code Available Continual evaluation for lifelong learning: Identifying the stability gap May 26, 2022 Continual Learning Incremental Learning
Code Code Available PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning Jan 4, 2024 class-incremental learning Class Incremental Learning
Code Code Available Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks Mar 25, 2022 Incremental Learning Knowledge Distillation
Code Code Available Continual Learning Based on OOD Detection and Task Masking Mar 17, 2022 class-incremental learning Class Incremental Learning
Code Code Available FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning Nov 23, 2022 class-incremental learning Class Incremental Learning
Code Code Available Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks Mar 31, 2022 class-incremental learning Class Incremental Learning
Code Code Available CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning Mar 15, 2024 class-incremental learning Class Incremental Learning
Code Code Available Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling Jul 22, 2024 Continual Semantic Segmentation Contrastive Learning
Code Code Available Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt Mar 14, 2024 class-incremental learning Class Incremental Learning
Code Code Available Compacting, Picking and Growing for Unforgetting Continual Learning Oct 15, 2019 Age And Gender Classification Continual Learning
Code Code Available A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Oct 22, 2023 Continual Learning Continual Semantic Segmentation
Code Code Available Componential Prompt-Knowledge Alignment for Domain Incremental Learning May 7, 2025 Incremental Learning Transfer Learning
Code Code Available Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data Apr 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning: Forget-free Winning Subnetworks for Video Representations Dec 19, 2023 class-incremental learning Class Incremental Learning
Code Code Available On the Limitations of Continual Learning for Malware Classification Aug 13, 2022 Continual Learning General Classification
Code Code Available A Practical Incremental Method to Train Deep CTR Models Sep 4, 2020 Incremental Learning Recommendation Systems
— Unverified Class Incremental Learning with Pre-trained Vision-Language Models Oct 31, 2023 class-incremental learning Class Incremental Learning
— Unverified Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector Feb 8, 2025 Incremental Learning Knowledge Distillation
— Unverified Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers Mar 12, 2024 class-incremental learning Class Incremental Learning
— Unverified Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models Feb 16, 2021 Backdoor Attack class-incremental learning
— Unverified Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond Aug 6, 2024 class-incremental learning Class Incremental Learning
— Unverified Demystifying the Base and Novel Performances for Few-shot Class-incremental Learning Jun 18, 2022 class-incremental learning Class Incremental Learning
— Unverified Applying Incremental Learning in Binary-Addition-Tree Algorithm for Dynamic Binary-State Network Reliability Sep 24, 2024 Computational Efficiency Incremental Learning
— Unverified Applying Incremental Deep Neural Networks-based Posture Recognition Model for Injury Risk Assessment in Construction Aug 4, 2020 Incremental Learning
— Unverified Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning Jan 28, 2023 Continual Learning Disease Prediction
— Unverified Dense Network Expansion for Class Incremental Learning Mar 22, 2023 class-incremental learning Class Incremental Learning
— Unverified Defying Imbalanced Forgetting in Class Incremental Learning Mar 22, 2024 class-incremental learning Class Incremental Learning
— Unverified A novel spatial-frequency domain network for zero-shot incremental learning Feb 11, 2024 image-classification Image Classification
— Unverified Class-Incremental Learning Using Generative Experience Replay Based on Time-aware Regularization Oct 5, 2023 class-incremental learning Class Incremental Learning
— Unverified 