2 papers
cs.CV2024
VISREAS: Complex Visual Reasoning with Unanswerable Questions
Syeda Nahida Akter, Sangwu Lee, Yingshan Chang +2
Verifying a question's validity before answering is crucial in real-world applications, where users may provide imperfect instructions. In this scenario, an ideal model should addr…
cs.AI2024
Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination
Syeda Nahida Akter, Aman Madaan, Sangwu Lee +2
The potential of Vision-Language Models (VLMs) often remains underutilized in handling complex text-based problems, particularly when these problems could benefit from visual repre…