3 papers
cs.CV2025
Exploring a Unified Vision-Centric Contrastive Alternatives on Multi-Modal Web Documents
Yiqi Lin, Alex Jinpeng Wang, Linjie Li +2
Contrastive vision-language models such as CLIP have demonstrated strong performance across a wide range of multimodal tasks by learning from aligned image-text pairs. However, the…
cs.CV2025
LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale
Joya Chen, Ziyun Zeng, Yiqi Lin +3
Recent video large language models (Video LLMs) often depend on costly human annotations or proprietary model APIs (e.g., GPT-4o) to produce training data, which limits their train…
cs.CV2025
TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation
Alex Jinpeng Wang, Dongxing Mao, Jiawei Zhang +9
Text-conditioned image generation has gained significant attention in recent years and are processing increasingly longer and comprehensive text prompt. In everyday life, dense and…