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Datasets

Greatest papers with code

Time-Contrastive Networks: Self-Supervised Learning from Video

23 Apr 2017tensorflow/models

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 VIDEO ALIGNMENT

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

23 Oct 2020google-research/google-research

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

3D POSE ESTIMATION ACTION RECOGNITION VIDEO ALIGNMENT

Temporal Cycle-Consistency Learning

CVPR 2019 google-research/google-research

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

ANOMALY DETECTION REPRESENTATION LEARNING SELF-SUPERVISED LEARNING VIDEO ALIGNMENT