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model collapse

32 papers

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Co-occurring keywords · papers mentioning both

synthetic data (12) large language model (5) recursive training (3) scaling law (3) generative model (3) continual learning (3) data curation (2) sequential editing (2) neural network (2) self-consuming loop (2)

Papers

Rethinking the Paradigm of Content Constraints in Unpaired Image-to-Image Translation AAAI 2024 Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences NeurIPS 2024 Self-Correcting Self-Consuming Loops for Generative Model Training ICML 2024 The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ACL 2024 Beware of Model Collapse! Fast and Stable Test-time Adaptation for Robust Question Answering EMNLP 2023 An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation ICCV 2021 EC-DARTS: Inducing Equalized and Consistent Optimization Into DARTS ICCV 2021