Qing Liu
3 papers · Latest:
Computer Vision
FairEnc: A Fair Vision-Language Model with Fair Vision and Text Encoders for Glaucoma Detection
FairEnc is a VLM pretraining method that debiases both vision and text encoders for fair glaucoma detection across diverse patient populations.
2605.04882
Natural Language ProcessingCC-OCR V2: Benchmarking Large Multimodal Models for Literacy in Real-world Document Processing
CC-OCR V2 introduces a new benchmark for evaluating Large Multimodal Models on real-world document processing, revealing current models fall short.
2605.03903
Computer VisionAlbumFill: Album-Guided Reasoning and Retrieval for Personalized Image Completion
AlbumFill is a training-free framework that retrieves identity-consistent references from personal albums for personalized image completion.
2605.02892
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