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cs.CL2025★ 1 cited
Open-Qwen2VL: Compute-Efficient Pre-Training of Fully-Open Multimodal LLMs on Academic Resources
Weizhi Wang, Yu Tian, Linjie Yang +2
The reproduction of state-of-the-art multimodal LLM pre-training faces barriers at every stage of the pipeline, including high-quality data filtering, multimodal data mixture strat…
cs.CL2024★ 1 cited
Fast Prompt Alignment for Text-to-Image Generation
Khalil Mrini, Hanlin Lu, Linjie Yang +2
Text-to-image generation has advanced rapidly, yet aligning complex textual prompts with generated visuals remains challenging, especially with intricate object relationships and f…