Learning by Aligning Videos in Time

no code implementations • CVPR 2021 • Sanjay Haresh, Sateesh Kumar, Huseyin Coskun, Shahram Najam Syed, Andrey Konin, Muhammad Zeeshan Zia, Quoc-Huy Tran

To overcome this problem, we propose a temporal regularization term (i. e., Contrastive-IDM) which encourages different frames to be mapped to different points in the embedding space.

Representation Learning Retrieval +1

Are Cars Just 3D Boxes? - Jointly Estimating the 3D Shape of Multiple Objects

no code implementations • CVPR 2014 • Muhammad Zeeshan Zia, Michael Stark, Konrad Schindler

Current systems for scene understanding typically represent objects as 2D or 3D bounding boxes.

3D Shape Modeling Scene Understanding