Pravendra Singh

Fair Visual Recognition in Limited Data Regime using Self-Supervision and Self-Distillation

2022 · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Deep learning models generally learn the biases present in the training data. Researchers have proposed several approaches to mitigate such biases and make the model fair. Bias mitigation techniques assume that a sufficiently large number …

Improving Trajectory Prediction in Dynamic Multi-Agent Environment by Dropping Waypoints

2023 · arXiv (Cornell University)

The inherently diverse and uncertain nature of trajectories presents a formidable challenge in accurately modeling them. Motion prediction systems must effectively learn spatial and temporal information from the past to forecast the future trajectories of …