DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion Nov 22, 2021 Class Incremental Learning Continual Learning
Code Code Available 5 Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation Nov 13, 2022 Class-Incremental Semantic Segmentation Continual Learning
Code Code Available 5 Class-Incremental Grouping Network for Continual Audio-Visual Learning Sep 11, 2023 audio-visual learning class-incremental learning
Code Code Available 5 Continuous Coordination As a Realistic Scenario for Lifelong Learning Mar 4, 2021 Continual Learning Deep Reinforcement Learning
Code Code Available 5 Continual World: A Robotic Benchmark For Continual Reinforcement Learning May 23, 2021 Continual Learning reinforcement-learning
Code Code Available 5 Continual Variational Autoencoder Learning via Online Cooperative Memorization Jul 20, 2022 Continual Learning Diversity
Code Code Available 5 Continuum: Simple Management of Complex Continual Learning Scenarios Feb 11, 2021 Continual Learning Management
Code Code Available 5 Efficient Feature Transformations for Discriminative and Generative Continual Learning Mar 25, 2021 Continual Learning
Code Code Available 5 Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation Mar 7, 2024 Continual Learning Contrastive Learning
Code Code Available 5 Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation Apr 25, 2022 Continual Learning Domain Adaptation
Code Code Available 5 Class Incremental Learning via Likelihood Ratio Based Task Prediction Sep 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Class-Incremental Learning with Generative Classifiers Apr 20, 2021 class-incremental learning Class Incremental Learning
Code Code Available 5 A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal Sep 28, 2022 Continual Learning Reinforcement Learning (RL)
Code Code Available 5 NERDA-Con: Extending NER models for Continual Learning -- Integrating Distinct Tasks and Updating Distribution Shifts Jun 28, 2022 Continual Learning named-entity-recognition
Code Code Available 5 Avalanche RL: a Continual Reinforcement Learning Library Feb 28, 2022 Continual Learning OpenAI Gym
Code Code Available 5 CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One Jul 13, 2022 Continual Learning Open-Ended Question Answering
Code Code Available 5 A soft nearest-neighbor framework for continual semi-supervised learning Dec 9, 2022 Continual Learning
Code Code Available 5 Cost-effective On-device Continual Learning over Memory Hierarchy with Miro Aug 11, 2023 Continual Learning Edge-computing
Code Code Available 5 ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation Jul 23, 2020 Continual Learning Session-Based Recommendations
Code Code Available 5 NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks Jun 18, 2022 Continual Learning Transfer Learning
Code Code Available 5 Continual Learning for Segment Anything Model Adaptation Dec 9, 2024 Continual Learning model
Code Code Available 5 Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation Jan 18, 2021 3D Semantic Segmentation Autonomous Driving
Code Code Available 5 CTP: Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation Aug 14, 2023 Continual Learning Continual Pretraining
Code Code Available 5 Avalanche: an End-to-End Library for Continual Learning Apr 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available 5 