Time Is MattEr: Temporal Self-supervision for Video Transformers.
Sukmin YunJaehyung KimDongyoon HanHwanjun SongJung-Woo HaJinwoo ShinPublished in: ICML (2022)
Keyphrases
- spatial and temporal
- temporal information
- temporal consistency
- video sequences
- temporal analysis
- spatial temporal
- space time
- temporal coherence
- video data
- video frames
- spatio temporal
- video clips
- temporal resolution
- video streams
- temporal segmentation
- temporal structure
- temporal constraints
- dynamic textures
- multimedia
- video analysis
- video database
- temporal domain
- real time
- temporal reasoning
- temporal order
- temporal evolution
- object based video
- temporally consistent
- temporal databases
- computer vision
- temporal relationships
- temporal dimension
- event recognition
- video content
- temporal context
- spatio temporally
- temporal relations
- motion trajectories
- temporal data
- real time video
- online video
- motion estimation
- temporal redundancy
- image sequences