Class-Incremental Learning based on Label Generation Jun 22, 2023 class-incremental learning Class Incremental Learning
Code Code Available Online Class-Incremental Learning For Real-World Food Image Classification Jan 12, 2023 Classification class-incremental learning
Code Code Available DynaMMo: Dynamic Model Merging for Efficient Class Incremental Learning for Medical Images Apr 22, 2024 class-incremental learning Class Incremental Learning
Code Code Available Dynamic Residual Classifier for Class Incremental Learning Aug 25, 2023 class-incremental learning Class Incremental Learning
Code Code Available Class Impression for Data-free Incremental Learning Jun 26, 2022 class-incremental learning Class Incremental Learning
Code Code Available A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration Sep 29, 2023 Continual Learning Federated Learning
Code Code Available AirLoop: Lifelong Loop Closure Detection Sep 18, 2021 Incremental Learning Lifelong learning
Code Code Available Dynamic Modeling of User Preferences for Stable Recommendations Apr 11, 2021 Incremental Learning Recommendation Systems
Code Code Available Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence Jan 30, 2018 Incremental Learning
Code Code Available RMM: Reinforced Memory Management for Class-Incremental Learning Jan 14, 2023 class-incremental learning Class Incremental Learning
Code Code Available 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 Robust Feature Learning and Global Variance-Driven Classifier Alignment for Long-Tail Class Incremental Learning Nov 2, 2023 class-incremental learning Class Incremental Learning
Code Code Available SupportNet: solving catastrophic forgetting in class incremental learning with support data Jun 8, 2018 class-incremental learning Class Incremental Learning
Code Code Available On Sequential Loss Approximation for Continual Learning May 26, 2024 class-incremental learning Class Incremental Learning
Code Code Available Robust Lagrangian and Adversarial Policy Gradient for Robust Constrained Markov Decision Processes Aug 22, 2023 Incremental Learning
Code Code Available Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning Dec 16, 2022 class-incremental learning Class Incremental Learning
Code Code Available Divide and not forget: Ensemble of selectively trained experts in Continual Learning Jan 18, 2024 class-incremental learning Class Incremental Learning
Code Code Available On the importance of cross-task features for class-incremental learning Jun 22, 2021 class-incremental learning Class Incremental Learning
Code Code Available Distractor-aware Siamese Networks for Visual Object Tracking Aug 18, 2018 Incremental Learning Object
Code Code Available Robust Sparse Mean Estimation via Incremental Learning May 24, 2023 Incremental Learning
Code Code Available Distillation Techniques for Pseudo-rehearsal Based Incremental Learning Jul 8, 2018 Incremental Learning Knowledge Distillation
Code Code Available Active Class Selection for Few-Shot Class-Incremental Learning Jul 5, 2023 class-incremental learning Class Incremental Learning
Code Code Available Robust Visual Tracking Using Oblique Random Forests Jul 1, 2017 General Classification image-classification
Code Code Available Discrete Key-Value Bottleneck Jul 22, 2022 class-incremental learning Class Incremental Learning
Code Code Available Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning Jun 19, 2017 Continual Learning Deep Reinforcement Learning
Code Code Available OpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning Oct 5, 2023 class-incremental learning Class Incremental Learning
Code Code Available Class Balance Matters to Active Class-Incremental Learning Dec 9, 2024 Active Learning class-incremental learning
Code Code Available A cognitive neural architecture able to learn and communicate through natural language Jun 10, 2015 Incremental Learning
Code Code Available RPGAN: GANs Interpretability via Random Routing Dec 23, 2019 Generative Adversarial Network Image Generation
Code Code Available A Review of Open-World Learning and Steps Toward Open-World Learning Without Labels Nov 25, 2020 Generalized Zero-Shot Learning Image Classification
Code Code Available RPGAN: random paths as a latent space for GAN interpretability Sep 25, 2019 Generative Adversarial Network Image Generation
Code Code Available Density Distribution-based Learning Framework for Addressing Online Continual Learning Challenges Nov 22, 2023 class-incremental learning Class Incremental Learning
Code Code Available 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 DELTA: Decoupling Long-Tailed Online Continual Learning Apr 6, 2024 Continual Learning Contrastive Learning
Code Code Available Dealing with Cross-Task Class Discrimination in Online Continual Learning May 24, 2023 class-incremental learning Class Incremental Learning
Code Code Available CILIATE: Towards Fairer Class-based Incremental Learning by Dataset and Training Refinement Apr 9, 2023 Fairness Incremental Learning
Code Code Available Deeply Supervised Active Learning for Finger Bones Segmentation May 7, 2020 Active Learning Incremental Learning
Code Code Available Deep Learning for Sensor-based Activity Recognition: A Survey Jul 12, 2017 Activity Recognition Deep Learning
Code Code Available Deep Class Incremental Learning from Decentralized Data Mar 11, 2022 class-incremental learning Class Incremental Learning
Code Code Available Decoupling Learning and Remembering: A Bilevel Memory Framework With Knowledge Projection for Task-Incremental Learning Jan 1, 2023 Incremental Learning
Code Code Available Sustaining Fairness via Incremental Learning Aug 25, 2022 Fairness Incremental Learning
Code Code Available Dataset Knowledge Transfer for Class-Incremental Learning without Memory Oct 16, 2021 class-incremental learning Class Incremental Learning
Code Code Available SalienDet: A Saliency-based Feature Enhancement Algorithm for Object Detection for Autonomous Driving May 11, 2023 Autonomous Driving Autonomous Vehicles
Code Code Available OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning Feb 6, 2024 class-incremental learning Class Incremental Learning
Code Code Available Data-Free Generative Replay for Class-Incremental Learning on Imbalanced Data Jun 7, 2024 class-incremental learning Class Incremental Learning
Code Code Available A comprehensive, application-oriented study of catastrophic forgetting in DNNs May 20, 2019 General Classification Incremental Learning
Code Code Available A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets Mar 10, 2024 class-incremental learning Class Incremental Learning
Code Code Available AdaCL:Adaptive Continual Learning Mar 23, 2023 Bayesian Optimization class-incremental learning
Code Code Available CuMF_SGD: Fast and Scalable Matrix Factorization Oct 19, 2016 CPU GPU
Code Code Available Adaptive Prototype Replay for Class Incremental Semantic Segmentation Dec 17, 2024 Class-Incremental Semantic Segmentation Incremental Learning
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