Publications

Publications

• DriveSafe: A Framework for Risk Detection and Safety Suggestions in Driving Scenarios

  People Involved :  Sainithin Artham, Shankar Gangisetty, Avijit Dasgupta, and C V Jawahar

  Comprehensive situational awareness is essential for autonomous vehicles operating

   

• Avijit Dasgupta, Sainithin Artham, Shankar Gangisetty, and C V Jawahar -  Distilling What and Why: Enhancing Driver Intention Prediction with MLLMs, In Winter Conference on Applications of Computer Vision (WACV), 2026 [ Project Page ]

• Ajoy Mondal, Saumya Mundra, Avijit Dasgupta, and C V Jawahar -  UniTabBank: A Large Scale Multi-Lingual, Multi-Layout, Multi-Type, Multi-Format Dataset for Table Detection, In Winter Conference on Applications of Computer Vision (WACV), 2026 [ PDF ]

• Distilling What and Why: Enhancing Driver Intention Prediction with MLLMs

  People Involved :  Sainithin Artham, Avijit Dasgupta, Shankar Gangisetty, and C. V. Jawahar

  Illustration of a driving scenario where the ADAS vehicle predicts a left lane change (what) to avoid slower traffic ahead (why). Existing DIP models lacking reasoning may miss such cues, while our framework jointly learns and distills both maneuver and explanation, improving decision quality.

   

• Shayon Dasgupta, Avijit Dasgupta, and C V Jawahar -  Are We There Yet? Assessing the Capabilities of MLLMs in Assistive AI Applications, In Indian Conference on Vision Graphics and Image Processing (ICVGIP), 2025 [ PDF ]

• Avijit Dasgupta,   C.V. Jawahar and Karteek Alahari -  Context Aware Group Activity Recognition  The  25th International Conference of Pattern Recognition  (ICPR) (ICPR 2021), Milano  [PDF]

Publications

Publications

• Thrupthi Ann John, Isha Dua, Vineeth N Balasubramanian, and C.V. Jawahar -   ETL: Efficient Transfer Learning for Face Tasks, 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2022. [PDF]

Projects