Multimodal Learning
Joint modeling of text, images, video, and structured signals for richer understanding.
Research
Our work spans foundational methods and applied systems, with an emphasis on robust models, explainability, and Indian language and societal contexts.
Joint modeling of text, images, video, and structured signals for richer understanding.
Multilingual NLP, dialogue systems, information extraction, summarization, and language generation.
Visual recognition, grounding, captioning, and vision-language interaction.
Trustworthy AI systems with interpretability, fairness, and human-centered evaluation.
Real-time multilingual AI agents, analytics, and assistive systems for practical impact.
Research translation with partners in analytics, advisory, and applied AI.
Current Projects