Continual Learning with Deep Generative Replay May 24, 2017 class-incremental learning Class Incremental Learning
Code Code Available Integrating Curricula with Replays: Its Effects on Continual Learning Jul 8, 2023 Continual Learning Transfer Learning
Code Code Available Integrating kNN with Foundation Models for Adaptable and Privacy-Aware Image Classification Feb 19, 2024 Classification Continual Learning
Code Code Available Integrating Present and Past in Unsupervised Continual Learning Apr 29, 2024 Continual Learning Diversity
Code Code Available SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning May 29, 2023 All class-incremental learning
Code Code Available SHELS: Exclusive Feature Sets for Novelty Detection and Continual Learning Without Class Boundaries Jun 28, 2022 class-incremental learning Class Incremental Learning
Code Code Available Generative vs. Discriminative: Rethinking The Meta-Continual Learning Dec 1, 2021 Continual Learning Meta-Learning
Code Code Available Interactive incremental learning of generalizable skills with local trajectory modulation Sep 9, 2024 Continual Learning Imitation Learning
Code Code Available Continual Learning via Inter-Task Synaptic Mapping Jun 26, 2021 Continual Learning
Code Code Available Centroids Matching: an efficient Continual Learning approach operating in the embedding space Aug 3, 2022 Continual Learning Incremental Learning
Code Code Available Continual Learning Through Synaptic Intelligence Mar 13, 2017 Computational Efficiency Continual Learning
Code Code Available Generative Models from the perspective of Continual Learning Dec 21, 2018 Continual Learning Image Generation
Code Code Available Introducing Language Guidance in Prompt-based Continual Learning Aug 30, 2023 Continual Learning
Code Code Available Continual Learning through Human-Robot Interaction: Human Perceptions of a Continual Learning Robot in Repeated Interactions May 22, 2023 Continual Learning Object Recognition
Code Code Available Centroid Distance Distillation for Effective Rehearsal in Continual Learning Mar 6, 2023 Continual Learning
Code Code Available Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights Jan 19, 2018 Continual Learning Quantization
Code Code Available Continual Learning Strategies for 3D Engineering Regression Problems: A Benchmarking Study Apr 16, 2025 Benchmarking Continual Learning
Code Code Available PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning Jul 30, 2024 class-incremental learning Class Incremental Learning
Code Code Available A mean teacher algorithm for unlearning of language models Apr 18, 2025 Continual Learning Language Modeling
Code Code Available IRS: Incremental Relationship-guided Segmentation for Digital Pathology May 28, 2025 Continual Learning Domain Generalization
Code Code Available Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning Sep 12, 2023 Continual Learning Exemplar-Free
Code Code Available Visualizing the PHATE of Neural Networks Aug 7, 2019 Continual Learning Dimensionality Reduction
Code Code Available Continual Learning on Noisy Data Streams via Self-Purified Replay Oct 14, 2021 Continual Learning Self-Supervised Learning
Code Code Available Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery Aug 23, 2023 class-incremental learning Class Incremental Learning
Code Code Available Policy Consolidation for Continual Reinforcement Learning Feb 1, 2019 Continual Learning continuous-control
Code Code Available Alleviating Representational Shift for Continual Fine-tuning Apr 22, 2022 Continual Learning
Code Code Available Simpler is Better: off-the-shelf Continual Learning Through Pretrained Backbones May 3, 2022 Continual Learning
Code Code Available Context selectivity with dynamic availability enables lifelong continual learning Jun 2, 2023 Continual Learning Lifelong learning
Code Code Available Function-space Parameterization of Neural Networks for Sequential Learning Mar 16, 2024 Continual Learning Gaussian Processes
Code Code Available Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation Apr 19, 2024 Continual Learning
Code Code Available Memory Population in Continual Learning via Outlier Elimination Jul 4, 2022 Continual Learning
Code Code Available Visually Grounded Continual Language Learning with Selective Specialization Oct 24, 2023 Continual Learning Diagnostic
Code Code Available Joint Inference for Neural Network Depth and Dropout Regularization Nov 8, 2021 Continual Learning Model Selection
Code Code Available Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts Jul 9, 2025 Continual Learning Incremental Learning
Code Code Available Practical Deep Learning with Bayesian Principles Jun 6, 2019 Continual Learning Data Augmentation
Code Code Available Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces Sep 13, 2024 Continual Learning EEG
Code Code Available Continual Learning on a Data Diet Oct 23, 2024 Continual Learning
Code Code Available KAC: Kolmogorov-Arnold Classifier for Continual Learning Mar 27, 2025 Continual Learning Kolmogorov-Arnold Networks
Code Code Available Continual Learning of Unsupervised Monocular Depth from Videos Nov 4, 2023 Autonomous Driving Continual Learning
Code Code Available Functional Regularisation for Continual Learning with Gaussian Processes Jan 31, 2019 Bayesian Inference Continual Learning
Code Code Available KASAM: Spline Additive Models for Function Approximation May 12, 2022 Additive models Continual Learning
Code Code Available Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations Oct 17, 2018 Continual Learning Language Modeling
Code Code Available Kernel Continual Learning Jul 12, 2021 Continual Learning Variational Inference
Code Code Available Unsupervised Progressive Learning and the STAM Architecture Apr 3, 2019 Clustering Continual Learning
Code Code Available Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting Apr 3, 2023 Continual Learning Image Classification
Code Code Available From Eye-blinks to State Construction: Diagnostic Benchmarks for Online Representation Learning Nov 9, 2020 Continual Learning Diagnostic
Code Code Available Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions Nov 3, 2022 Continual Learning Domain Adaptation
Code Code Available Knowledge Grafting of Large Language Models May 24, 2025 Continual Learning Knowledge Distillation
Code Code Available Predictive, scalable and interpretable knowledge tracing on structured domains Mar 19, 2024 Bayesian Inference Continual Learning
Code Code Available Predictive World Models from Real-World Partial Observations Jan 12, 2023 Continual Learning Open-Ended Question Answering
Code Code Available 