Vu Minh Hieu Phan
3 papers in the PaperMetrix corpus
Papers by this author
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Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation
2022 · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Deep learning models are known to suffer from the problem of catastrophic forgetting when they incrementally learn new classes. Continual learning for semantic segmentation (CSS) is an emerging field in computer vision. We identify a …
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CIT: Rethinking Class-incremental Semantic Segmentation with a Class Independent Transformation
2024 · arXiv (Cornell University)
Class-incremental semantic segmentation (CSS) requires that a model learn to segment new classes without forgetting how to segment previous ones: this is typically achieved by distilling the current knowledge and incorporating the latest data. However, …
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Localizing Before Answering: A Hallucination Evaluation Benchmark for Grounded Medical Multimodal LLMs
2025 · arXiv (Cornell University)
Medical Large Multi-modal Models (LMMs) have demonstrated remarkable capabilities in medical data interpretation. However, these models frequently generate hallucinations contradicting source evidence, particularly due to inadequate localization reasoning. This work reveals a critical limitation in …