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Abhinav Ravi

2 accepted papers

2026

IndicVisionBench: Benchmarking Cultural and Multilingual Understanding in VLMs

ICLR 2026poster

Vision-language models (VLMs) have demonstrated impressive generalization across multimodal tasks, yet most evaluation benchmarks remain Western-centric, leaving open questions about their performance in culturally diverse and multilingual settings. To address this gap, we introduce IndicVisionBench…

Cited by 0SourcecodeScholar
2025

Chitrarth: Bridging Vision and Language for a Billion People

ICASSP 2025accepted

Recent multimodal foundation models are primarily trained on English or high resource European language data, which limits their applicability to other medium and low-resource languages, such as the Indian languages. To address this limitation, we introduce Chitrarth (Chitra: Image; Artha: Meaning),…

Cited by 12SourceScholar