Pavan Turaga
Associate Professor at Arizona State University. His research focuses on integrating physics-based principles into computer vision and machine learning.
Best podcasts with Pavan Turaga
Ranked by the Snipd community
10 snips
Jun 25, 2020 • 46min
Invariance, Geometry and Deep Neural Networks with Pavan Turaga - #386
In this engaging conversation, Pavan Turaga, an Associate Professor at Arizona State University, shares his groundbreaking work at the intersection of physics and computer vision. He dives into the complexities of invariance and the geometric foundations of deep learning. Pavan highlights the challenges of modeling image variability for object recognition and the innovative use of time constraints in activity classification. His insights into robust loss functions and the integration of artistic elements in technology reveal a fresh perspective on the field.
Jan 4, 2021 • 1h 9min
Trends in Computer Vision with Pavan Turaga - #444
Pavan Turaga, an Associate Professor from Arizona State University, dives into the latest trends in computer vision. He discusses the exciting revival of physics-based scene analysis and the evolution of differentiable rendering, emphasizing its role in 3D structure reconstruction. Turaga highlights the significance of self-supervised learning techniques and innovative network architectures that enhance model performance. He also tackles the real-world evaluation challenges for AI systems, offering insights into assessing model reliability and robustness in practical applications.
