2 papers
cs.CV2024
Boosting Open-Domain Continual Learning via Leveraging Intra-domain Category-aware Prototype
Yadong Lu, Shitian Zhao, Boxiang Yun +4
Despite recent progress in enhancing the efficacy of Open-Domain Continual Learning (ODCL) in Vision-Language Models (VLM), failing to (1) correctly identify the Task-ID of a test…
cs.AI2023
Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models
Shitian Zhao, Zhuowan Li, Yadong Lu +2
While Multi-modal Language Models (MLMs) demonstrate impressive multimodal ability, they still struggle on providing factual and precise responses for tasks like visual question an…