Cross Pixel Optical Flow Similarity for Self-Supervised Learning

Aravindh Mahendran, James Thewlis, Andrea Vedaldi

We propose a novel method for learning convolutional neural image representations without manual supervision. We use motion cues in the form of optical flow, to supervise represent…