continual learning

Disentangling Transfer in Continual Reinforcement Learning NeurIPS 2022 Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition EMNLP 2022 DO-GAN: A Double Oracle Framework for Generative Adversarial Networks CVPR 2022 Dynamic Dialogue Policy for Continual Reinforcement Learning COLING 2022 DyTox: Transformers for Continual Learning With DYnamic TOken eXpansion CVPR 2022 Effect of scale on catastrophic forgetting in neural networks ICLR 2022 Energy-Based Latent Aligner for Incremental Learning CVPR 2022 Exact learning dynamics of deep linear networks with prior knowledge NeurIPS 2022 Exploring Example Influence in Continual Learning NeurIPS 2022 Federated Class-Incremental Learning CVPR 2022 Federated Continual Learning for Text Classification via Selective Inter-client Transfer EMNLP 2022 Few-Shot Continual Active Learning by a Robot NeurIPS 2022 Fine-tuned Language Models are Continual Learners EMNLP 2022 Fine-Tuning Image Transformers Using Learnable Memory CVPR 2022 Fleet-DAgger: Interactive Robot Fleet Learning with Scalable Human Supervision CoRL 2022 Forget-free Continual Learning with Winning Subnetworks ICML 2022 Fortuitous Forgetting in Connectionist Networks ICLR 2022 From Video to Images: Contrastive Pretraining for Emotion Recognition from Single Image (Student Abstract) AAAI 2022 GCR: Gradient Coreset Based Replay Buffer Selection for Continual Learning CVPR 2022 General Incremental Learning With Domain-Aware Categorical Representations CVPR 2022 Grow and Merge: A Unified Framework for Continuous Categories Discovery NeurIPS 2022 Hierarchical Inductive Transfer for Continual Dialogue Learning ACL 2022 How catastrophic can catastrophic forgetting be in linear regression? COLT 2022 How Relevant is Selective Memory Population in Lifelong Language Learning? AACL 2022 How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning? NeurIPS 2022