Michael J. Black

Attacking Optical Flow

2019

Deep neural nets achieve state-of-the-art performance on the problem of optical flow estimation. Since optical flow is used in several safety-critical applications like self-driving cars, it is important to gain insights into the robustness of …

InteractVLM: 3D Interaction Reasoning from 2D Foundational Models

2025

We introduce InteractVLM, a novel method to estimate 3D contact points on human bodies and objects from single in- the-wild images, enabling accurate human-object joint reconstruction in 3D. This is challenging due to occlusions, depth …