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cs.CV2024★ 2 cited
Progressive Compositionality in Text-to-Image Generative Models
Evans Xu Han, Linghao Jin, Xiaofeng Liu +1
Despite the impressive text-to-image (T2I) synthesis capabilities of diffusion models, they often struggle to understand compositional relationships between objects and attributes,…
cs.CL2024
Towards Chapter-to-Chapter Context-Aware Literary Translation via Large Language Models
Linghao Jin, Li An, Xuezhe Ma
Discourse phenomena in existing document-level translation datasets are sparse, which has been a fundamental obstacle in the development of context-aware machine translation models…
cs.CV2024
Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models
Xu Han, Linghao Jin, Xuezhe Ma +1
Fine-tuning pre-trained Vision-Language Models (VLMs) has shown remarkable capabilities in medical image and textual depiction synergy. Nevertheless, many pre-training datasets are…