3 papers
cs.CV2026
What do MLLMs know about 'Waldo'? Evaluating Visual Reasoning under Multi-Instance Multi-Object Challenges
Saumya Mundra, Ajoy Mondal, Vineeth N Balasubramanian +1
Recent advances in Multimodal Large Language Models (MLLMs) have led to significant progress in visual reasoning capabilities. However, existing benchmarks curate image-question pa…
cs.CV2026
Unifying Scientific Communication: Fine-Grained Correspondence Across Scientific Media
Megha Mariam K. M, Vineeth N. Balasubramanian, C. V. Jawahar
The communication of scientific knowledge has become increasingly multimodal, spanning text, visuals, and speech through materials such as research papers, slides, and recorded pre…
cs.CV2024
Can Reasons Help Improve Pedestrian Intent Estimation? A Cross-Modal Approach
Vaishnavi Khindkar, Vineeth Balasubramanian, Chetan Arora +2
With the increased importance of autonomous navigation systems has come an increasing need to protect the safety of Vulnerable Road Users (VRUs) such as pedestrians. Predicting ped…