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

DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning AAAI 2024

Defying Imbalanced Forgetting in Class Incremental Learning AAAI 2024

See Say and Segment: Teaching LMMs to Overcome False Premises CVPR 2024

Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation CVPR 2024

LSTKC: Long Short-Term Knowledge Consolidation for Lifelong Person Re-identification AAAI 2024

Non-exemplar Domain Incremental Object Detection via Learning Domain Bias AAAI 2024

F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning NIPS 2024

Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype AAAI 2024

Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation AAAI 2024

F-MALLOC: Feed-forward Memory Allocation for Continual Learning in Neural Machine Translation NAACL 2024

Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding AAAI 2024

Doubly Perturbed Task Free Continual Learning AAAI 2024

Unveiling Linguistic Regions in Large Language Models ACL 2024

Adaptive Shortcut Debiasing for Online Continual Learning AAAI 2024

Non-exemplar Online Class-Incremental Continual Learning via Dual-Prototype Self-Augment and Refinement AAAI 2024

Leitner-Guided Memory Replay for Cross-lingual Continual Learning NAACL 2024

A Versatile Framework for Continual Test-Time Domain Adaptation: Balancing Discriminability and Generalizability CVPR 2024

Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning AAAI 2024

Continual Vision-Language Retrieval via Dynamic Knowledge Rectification AAAI 2024

Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation EMNLP 2024

Towards Continual Knowledge Graph Embedding via Incremental Distillation AAAI 2024

Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal ACL 2024

Lifelong Event Detection via Optimal Transport EMNLP 2024

Self-training Large Language Models through Knowledge Detection EMNLP 2024

TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation ACL 2024