Long Term Anticipation
5 papers with code • 1 benchmarks • 1 datasets
Benchmarks
These leaderboards are used to track progress in Long Term Anticipation
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EgoExoLearn
Most implemented papers
Long-Term Anticipation of Activities with Cycle Consistency
gongda0e/futr
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With the success of deep learning methods in analyzing activities in videos, more attention has recently been focused towards anticipating future activities.
Future Transformer for Long-term Action Anticipation
The task of predicting future actions from a video is crucial for a real-world agent interacting with others.
HierVL: Learning Hierarchical Video-Language Embeddings
facebookresearch/hiervl
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CVPR 2023
Video-language embeddings are a promising avenue for injecting semantics into visual representations, but existing methods capture only short-term associations between seconds-long video clips and their accompanying text.
Towards Scene Graph Anticipation
In SceneSayer, we leverage object-centric representations of relationships to reason about the observed video frames and model the evolution of relationships between objects.
EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World
opengvlab/egoexolearn
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CVPR 2024
Along with the videos we record high-quality gaze data and provide detailed multimodal annotations, formulating a playground for modeling the human ability to bridge asynchronous procedural actions from different viewpoints.
