Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay Apr 16, 2024 Continual Learning reinforcement-learning
Code Code Available Continual Predictive Learning from Videos Apr 12, 2022 Continual Learning Prediction
Code Code Available BeGin: Extensive Benchmark Scenarios and An Easy-to-use Framework for Graph Continual Learning Nov 26, 2022 Continual Learning
Code Code Available Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams Sep 2, 2020 class-incremental learning Class Incremental Learning
Code Code Available Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning Nov 29, 2023 Continual Learning Continual Self-Supervised Learning
Code Code Available A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal Sep 28, 2022 Continual Learning Reinforcement Learning (RL)
Code Code Available AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Oct 28, 2020 Continual Learning Organ Segmentation
Code Code Available A soft nearest-neighbor framework for continual semi-supervised learning Dec 9, 2022 Continual Learning
Code Code Available ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation Jul 23, 2020 Continual Learning Session-Based Recommendations
Code Code Available Continuous Coordination As a Realistic Scenario for Lifelong Learning Mar 4, 2021 Continual Learning Deep Reinforcement Learning
Code Code Available Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation Mar 7, 2024 Continual Learning Contrastive Learning
Code Code Available Coresets via Bilevel Optimization for Continual Learning and Streaming Jun 6, 2020 Bilevel Optimization Continual Learning
Code Code Available Cost-effective On-device Continual Learning over Memory Hierarchy with Miro Aug 11, 2023 Continual Learning Edge-computing
Code Code Available CPR: Classifier-Projection Regularization for Continual Learning Jun 12, 2020 Continual Learning
Code Code Available Action Flow Matching for Continual Robot Learning Apr 25, 2025 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 Dark Experience for General Continual Learning: a Strong, Simple Baseline Apr 15, 2020 class-incremental learning Class Incremental Learning
Code Code Available DataDAM: Efficient Dataset Distillation with Attention Matching Sep 29, 2023 Continual Learning Dataset Distillation
Code Code Available CLR: Channel-wise Lightweight Reprogramming for Continual Learning Jul 21, 2023 Continual Learning image-classification
Code Code Available CLEVA-Compass: A Continual Learning EValuation Assessment Compass to Promote Research Transparency and Comparability Oct 7, 2021 Continual Learning
Code Code Available Class-Incremental Learning with Generative Classifiers Apr 20, 2021 class-incremental learning Class Incremental Learning
Code Code Available CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks Jun 18, 2022 Continual Learning Transfer Learning
Code Code Available Automating Continual Learning Dec 1, 2023 Continual Learning image-classification
Code Code Available CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning Jul 22, 2024 Continual Learning Incremental 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 Do Pre-trained Models Benefit Equally in Continual Learning? Oct 27, 2022 Continual Learning
Code Code Available Activation-Informed Merging of Large Language Models Feb 4, 2025 Computational Efficiency Continual Learning
Code Code Available Asynchronous Federated Continual Learning Apr 7, 2023 Continual Learning Federated Learning
Code Code Available A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix Oct 7, 2020 Continual Learning
Code Code Available Dropout as an Implicit Gating Mechanism For Continual Learning Apr 24, 2020 Continual Learning
Code Code Available A Theoretical Study on Solving Continual Learning Nov 4, 2022 class-incremental learning Class Incremental Learning
Code Code Available Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models Jun 27, 2024 Continual Learning Incremental Learning
Code Code Available Class Incremental Learning via Likelihood Ratio Based Task Prediction Sep 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion Nov 22, 2021 Class Incremental Learning Continual Learning
Code Code Available Adversarial Continual Learning Mar 21, 2020 Continual Learning image-classification
Code Code Available Efficient Continual Learning with Modular Networks and Task-Driven Priors Dec 23, 2020 Continual Learning
Code Code Available Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation Jul 19, 2021 Continual Learning Continual Semantic Segmentation
Code Code Available Efficient parametrization of multi-domain deep neural networks Mar 27, 2018 Continual Learning Transfer Learning
Code Code Available Engineering flexible machine learning systems by traversing functionally-invariant paths Apr 30, 2022 Adversarial Robustness Continual Learning
Code Code Available Essentials for Class Incremental Learning Feb 18, 2021 class-incremental learning Class Incremental Learning
Code Code Available Exemplar-free Continual Representation Learning via Learnable Drift Compensation Jul 11, 2024 class-incremental learning Class Incremental Learning
Code Code Available Exploring Example Influence in Continual Learning Sep 25, 2022 Continual Learning
Code Code Available Fast Trainable Projection for Robust Fine-Tuning Oct 29, 2023 Continual Learning
Code Code Available Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation Oct 13, 2022 Class-Incremental Semantic Segmentation Continual Learning
Code Code Available BiasPruner: Debiased Continual Learning for Medical Image Classification Jul 11, 2024 Classification Continual Learning
Code Code Available Federated Continual Learning with Weighted Inter-client Transfer Mar 6, 2020 Continual Learning Federated Learning
Code Code Available A Unified and General Framework for Continual Learning Mar 20, 2024 Continual Learning
Code Code Available A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm Oct 18, 2023 Continual Learning Incremental Learning
Code Code Available Bilevel Continual Learning Jul 30, 2020 Bilevel Optimization Continual Learning
Code Code Available CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning Incremental Learning
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