2 papers
cs.CV2026
MEVL-STP: Multi-Encoder and Vision Language Model for Arbitrarily Shaped Scene Text Spotting
Aman Anand, Partha Pratim Roy, Shivakumara Palaiahnakote
Scene text spotting remains challenging for arbitrarily shaped text instances such as curved signs and dense multi-oriented characters in natural images, where tightly coupled arch…
cs.CL2026
Vision-Language Models are Fragile Multilingual Associators
Ritabrata Chakraborty, Rajatsubhra Chakraborty, Shivakumara Palaiahnakote +2
Vision-language models must associate visual entities with textual attributes. Whether these associations or concept bindings remain stable when the language of the input changes i…