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Found 6 papers, 1 papers with code
Self-Selective Context for Interaction Recognition
Our experiments show that SSC leads to an important increase in interaction recognition performance, while using much fewer parameters.
TimeGate: Conditional Gating of Segments in Long-range Activities
When recognizing a long-range activity, exploring the entire video is exhaustive and computationally expensive, as it can span up to a few minutes.
PIC: Permutation Invariant Convolution for Recognizing Long-range Activities
We study the three properties of PIC and demonstrate its effectiveness in recognizing the long-range activities of Charades, Breakfast, and MultiThumos.
VideoGraph: Recognizing Minutes-Long Human Activities in Videos
To represent them, related works opt for statistical pooling, which neglects the temporal structure.
Ranked #6 on
Long-video Activity Recognition
on Breakfast
Timeception for Complex Action Recognition
This paper focuses on the temporal aspect for recognizing human activities in videos; an important visual cue that has long been undervalued.
Ranked #6 on
Video Classification
on Breakfast
Unified Embedding and Metric Learning for Zero-Exemplar Event Detection
Given a text describing a novel event, the goal is to rank related videos accordingly.
