IMPACT Lab — Latest Research

CVPR 2026

EMMA

Extracting Multiple Physical Parameters from Multimodal Data

A unified framework for jointly extracting multiple physical parameters from heterogeneous sensor modalities, enabling robust cross-modal reasoning.

Farhat Shaikh · Ayan Banerjee · Sandeep Gupta

WACV 2026

Human Knowledge Integrated Multi-modal Learning for Single Source Domain Generalization

Leverages human domain knowledge to guide multi-modal learning, achieving strong generalization from a single source domain to unseen target domains.

Ayan Banerjee · Kuntal Thakur · Sandeep Gupta