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conftrace_

catastrophic forgetting

1,155 papers

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Also known as

CF

Co-occurring keywords · papers mentioning both

continual learning (701) knowledge distillation (183) class-incremental learning (146) incremental learning (81) representation learning (71) domain adaptation (69) lifelong learning (69) large language model (64) few-shot learning (60) transfer learning (55)

Papers

Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-off AAAI 2025 PEARL: Input-Agnostic Prompt Enhancement with Negative Feedback Regulation for Class-Incremental Learning AAAI 2025 Predicting the Susceptibility of Examples to Catastrophic Forgetting ICML 2025 Preserving Diversity in Supervised Fine-Tuning of Large Language Models ICLR 2025 Privacy-Aware Lifelong Learning ICLR 2025 Probabilistic Group Mask Guided Discrete Optimization for Incremental Learning ICML 2025 Progressive LoRA for Multimodal Continual Instruction Tuning ACL 2025 PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning ICCV 2025 Prompt, Translate, Fine-Tune, Re-Initialize, or Instruction-Tune? Adapting LLMs for In-Context Learning in Low-Resource Languages ACL 2025 Prototype antithesis for biological few-shot class-incremental learning ICLR 2025 Prototype Conditioned Generative Replay for Continual Learning in NLP NAACL 2025 Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition AAAI 2025 RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging EMNLP 2025 Recurrent Knowledge Identification and Fusion for Language Model Continual Learning ACL 2025 Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds CVPR 2025 Region-Based Optimization in Continual Learning for Audio Deepfake Detection AAAI 2025 ReplayCAD: Generative Diffusion Replay for Continual Anomaly Detection IJCAI 2025 Rethinking Query-based Transformer for Continual Image Segmentation CVPR 2025 Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding ICML 2025 Revisiting Generative Replay for Class Incremental Object Detection CVPR 2025 Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging EMNLP 2025 Salient Frequency-aware Exemplar Compression for Resource-constrained Online Continual Learning AAAI 2025 SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning CVPR 2025 SEE: Continual Fine-tuning with Sequential Ensemble of Experts ACL 2025 SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning ICML 2025