MRD: Using Physically Based Differentiable Rendering to Probe Vision Models for 3D Scene Understanding

Benjamin Beilharz, Thomas S. A. Wallis

While deep learning methods have achieved impressive success in many vision benchmarks, it remains difficult to understand and explain the representations and decisions of these mo…