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catastrophic forgetting

939 papers

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Also known as

CF

Co-occurring keywords

continual learning (1164) knowledge distillation (3680) class-incremental learning (154) incremental learning (278) domain adaptation (4578) representation learning (6174) lifelong learning (142) few-shot learning (3390) transfer learning (5442) large language model (12755)

Papers

Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning ICCV 2021
Class-Incremental Learning for Action Recognition in Videos ICCV 2021
Continual Learning on Noisy Data Streams via Self-Purified Replay ICCV 2021
Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process ICCV 2021
Continual Prototype Evolution: Learning Online From Non-Stationary Data Streams ICCV 2021
FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications INTERSPEECH 2021
Continual Learning for Fake Audio Detection INTERSPEECH 2021
SynthASR: Unlocking Synthetic Data for Speech Recognition INTERSPEECH 2021
Incremental Embedding Learning via Zero-Shot Translation AAAI 2021
I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting AAAI 2021
Multi-Domain Multi-Task Rehearsal for Lifelong Learning AAAI 2021
Remember More by Recalling Less: Investigating the Role of Batch Size in Continual Learning with Experience Replay (Student Abstract) AAAI 2021
Few-Shot Class-Incremental Learning via Relation Knowledge Distillation AAAI 2021
Learning to Solve NLP Tasks in an Incremental Number of Languages ACL 2021
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction ACL 2021
Rational LAMOL: A Rationale-based Lifelong Learning Framework ACL 2021
Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks EMNLP 2021
Lifelong Explainer for Lifelong Learners EMNLP 2021
Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning EMNLP 2021
ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-Supervised Continual Learning CVPR 2021
Rectification-Based Knowledge Retention for Continual Learning CVPR 2021
Lifelong Person Re-Identification via Adaptive Knowledge Accumulation CVPR 2021
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations CVPR 2021
Adaptive Aggregation Networks for Class-Incremental Learning CVPR 2021
Formalizing the Generalization-Forgetting Trade-off in Continual Learning NIPS 2021