Browse SoTA > Computer Vision > Action Recognition > Self-Supervised Action Recognition

Self-Supervised Action Recognition

4 papers with code · Computer Vision
Subtask of Action Recognition

Benchmarks

Latest papers with code

Video Representation Learning by Dense Predictive Coding

10 Sep 2019TengdaHan/DPC

The objective of this paper is self-supervised learning of spatio-temporal embeddings from video, suitable for human action recognition.

REPRESENTATION LEARNING SELF-SUPERVISED ACTION RECOGNITION SELF-SUPERVISED LEARNING

178
10 Sep 2019

Contrastive Multiview Coding

ICLR 2020 HobbitLong/CMC

We analyze key properties of the approach that make it work, finding that the contrastive loss outperforms a popular alternative based on cross-view prediction, and that the more views we learn from, the better the resulting representation captures underlying scene semantics.

CONTRASTIVE LEARNING OBJECT CLASSIFICATION SELF-SUPERVISED ACTION RECOGNITION SELF-SUPERVISED IMAGE CLASSIFICATION

807
13 Jun 2019