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 5 NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Sep 18, 2023 Continual Learning Contrastive Learning
Code Code Available 5 Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual Learning: Forget-free Winning Subnetworks for Video Representations Dec 19, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams Sep 2, 2020 class-incremental learning Class Incremental Learning
Code Code Available 5 Knowledge Restore and Transfer for Multi-label Class-Incremental Learning Feb 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning Jul 22, 2024 Continual Learning Incremental Learning
Code Code Available 5 Class-incremental Novel Class Discovery Jul 18, 2022 Incremental Learning Knowledge Distillation
Code Code Available 5 Continual Learning Based on OOD Detection and Task Masking Mar 17, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference Nov 29, 2022 Continual Learning Incremental Learning
Code Code Available 5 Continual evaluation for lifelong learning: Identifying the stability gap May 26, 2022 Continual Learning Incremental Learning
Code Code Available 5 Continually Learning Self-Supervised Representations with Projected Functional Regularization Dec 30, 2021 Continual Learning Incremental Learning
Code Code Available 5 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 5 A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks Jul 10, 2018 class-incremental learning Class Incremental Learning
Code Code Available 5 CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning Incremental Learning
Code Code Available 5 Continual Learning Using a Kernel-Based Method Over Foundation Models Dec 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning May 30, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual learning of longitudinal health records Dec 22, 2021 Continual Learning Incremental Learning
Code Code Available 5 CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning Oct 8, 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 Continuous Knowledge-Preserving Decomposition for Few-Shot Continual Learning Jan 9, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 Mnemonics Training: Multi-Class Incremental Learning without Forgetting Feb 24, 2020 class-incremental learning Class Incremental Learning
Code Code Available 5 Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks Mar 25, 2022 Incremental Learning Knowledge Distillation
Code Code Available 5 Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models Dec 13, 2023 Class Incremental Learning Incremental Learning
Code Code Available 5 Less is more: Summarizing Patch Tokens for efficient Multi-Label Class-Incremental Learning May 24, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 On Learning the Geodesic Path for Incremental Learning Apr 17, 2021 Incremental Learning Knowledge Distillation
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 MagMax: Leveraging Model Merging for Seamless Continual Learning Jul 8, 2024 Continual Learning Incremental Learning
Code Code Available 5 Maintaining Discrimination and Fairness in Class Incremental Learning Nov 16, 2019 class-incremental learning Class Incremental Learning
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 Masked Autoencoders are Efficient Class Incremental Learners Aug 24, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Data-Free Class-Incremental Hand Gesture Recognition Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds Mar 22, 2025 class-incremental learning Class Incremental Learning
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 IncSAR: A Dual Fusion Incremental Learning Framework for SAR Target Recognition Oct 8, 2024 Denoising 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 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 Activating Sparse Part Concepts for 3D Class Incremental Learning Jan 1, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 Incremental Sequence Learning Nov 9, 2016 General Classification 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 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 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild Mar 29, 2019 class-incremental learning Class Incremental Learning
Code Code Available 5 Class-incremental learning: survey and performance evaluation on image classification Oct 28, 2020 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 