catastrophic forgetting

Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation CVPR 2022 Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022 Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System NAACL 2022 Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data WACV 2022 Probing Representation Forgetting in Supervised and Unsupervised Continual Learning CVPR 2022 Prompt-based Conservation Learning for Multi-hop Question Answering COLING 2022 Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue EMNLP 2022 Provable Continual Learning via Sketched Jacobian Approximations AISTATS 2022 Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting Interspeech 2022 Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives EMNLP 2022 Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay (Student Abstract) AAAI 2022 Representational Continuity for Unsupervised Continual Learning ICLR 2022 Representation Compensation Networks for Continual Semantic Segmentation CVPR 2022 Retaining Knowledge for Learning with Dynamic Definition NeurIPS 2022 Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning CVPR 2022 Retrospective Adversarial Replay for Continual Learning NeurIPS 2022 Same State, Different Task: Continual Reinforcement Learning without Interference AAAI 2022 Semi-Supervised Lifelong Language Learning EMNLP 2022 Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning ICLR 2022 SparCL: Sparse Continual Learning on the Edge NeurIPS 2022 S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning NeurIPS 2022 Static-Dynamic Co-teaching for Class-Incremental 3D Object Detection AAAI 2022 StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models ICML 2022 Task Adaptive Parameter Sharing for Multi-Task Learning CVPR 2022 Towards Continual Knowledge Learning of Language Models ICLR 2022