Hanlin Li

OpenHAIV: A Framework Towards Practical Open-World Learning

2025 · arXiv (Cornell University)

Substantial progress has been made in various techniques for open-world recognition. Out-of-distribution (OOD) detection methods can effectively distinguish between known and unknown classes in the data, while incremental learning enables continuous model knowledge updates. However, …