273 citations · 1.4k across the 86 of their papers we have counts for
4 papers · 2 filters
Video Representation Learning by Dense Predictive Coding
Tengda Han, Weidi Xie, Andrew Zisserman
The objective of this paper is self-supervised learning of spatio-temporal embeddings from video, suitable for human action recognition. We make three contributions: First, we intr…
Geometry-Aware Video Object Detection for Static Cameras
Dan Xu, Weidi Xie, Andrew Zisserman
In this paper we propose a geometry-aware model for video object detection. Specifically, we consider the setting that cameras can be well approximated as static, e.g. in video sur…
AutoCorrect: Deep Inductive Alignment of Noisy Geometric Annotations
Honglie Chen, Weidi Xie, Andrea Vedaldi +1
We propose AutoCorrect, a method to automatically learn object-annotation alignments from a dataset with annotations affected by geometric noise. The method is based on a consisten…
Self-supervised Learning for Video Correspondence Flow
Zihang Lai, Weidi Xie
The objective of this paper is self-supervised learning of feature embeddings that are suitable for matching correspondences along the videos, which we term correspondence flow. By…