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Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models

Research paper by Yi-Fan Zhang and collaborators. Published 2024-06-12. Topics: Large Multimodal Models, high resolution, resolution upscaling, global view, adapters.

Resource information

Authors
Yi-Fan Zhang, Qingsong Wen, Chaoyou Fu, Xue Wang, Zhang Zhang, Liang Wang, Rong Jin
Research topics
Large Multimodal Models, high resolution, resolution upscaling, global view, adapters, local patches, learnable query embeddings, similarity-based selector, less is more, end-to-end training, alternating training, local compression
Publication date
2024-06-12
Publication
arXiv
Last record update
Nov 3, 2026