Video Alignment

6 papers with code • 1 benchmarks • 2 datasets

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Greatest papers with code

Time-Contrastive Networks: Self-Supervised Learning from Video

tensorflow/models 23 Apr 2017

While representations are learned from an unlabeled collection of task-related videos, robot behaviors such as pouring are learned by watching a single 3rd-person demonstration by a human.

Metric Learning Self-Supervised Learning +1

View-Invariant, Occlusion-Robust Probabilistic Embedding for Human Pose

google-research/google-research 23 Oct 2020

We further show that keypoint occlusion augmentation during training significantly improves retrieval performance on partial 2D input poses.

3D Pose Estimation Action Recognition +1

Temporal Cycle-Consistency Learning

google-research/google-research CVPR 2019

We introduce a self-supervised representation learning method based on the task of temporal alignment between videos.

Anomaly Detection Representation Learning +2

Learning from Video and Text via Large-Scale Discriminative Clustering

jpeyre/unrel ICCV 2017

Discriminative clustering has been successfully applied to a number of weakly-supervised learning tasks.

Video Alignment Video Retrieval +1

Adversarial Skill Networks: Unsupervised Robot Skill Learning from Video

mees/Adversarial-Skill-Networks 21 Oct 2019

Our method learns a general skill embedding independently from the task context by using an adversarial loss.

Continuous Control Metric Learning +3