2 papers
cs.CV2025
Dynamic Context-Aware Scene Reasoning Using Vision-Language Alignment in Zero-Shot Real-World Scenarios
Manjunath Prasad Holenarasipura Rajiv, B. M. Vidyavathi
In real-world environments, AI systems often face unfamiliar scenarios without labeled data, creating a major challenge for conventional scene understanding models. The inability t…
cs.CV2025
Vision-Language Integration for Zero-Shot Scene Understanding in Real-World Environments
Manjunath Prasad Holenarasipura Rajiv, B. M. Vidyavathi
Zero-shot scene understanding in real-world settings presents major challenges due to the complexity and variability of natural scenes, where models must recognize new objects, act…