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Heejo Kong

2 accepted papers

2024

TE-TAD: Towards Full End-to-End Temporal Action Detection via Time-Aligned Coordinate Expression

CVPR 2024poster

In this paper we investigate that the normalized coordinate expression is a key factor as reliance on hand-crafted components in query-based detectors for temporal action detection (TAD). Despite significant advancements towards an end-to-end framework in object detection query-based detectors have…

2024

Unknown-Aware Graph Regularization for Robust Semi-supervised Learning from Uncurated Data

AAAI 2024technical

Recent advances in semi-supervised learning (SSL) have relied on the optimistic assumption that labeled and unlabeled data share the same class distribution. However, this assumption is often violated in real-world scenarios, where unlabeled data may contain out-of-class samples. SSL with such uncur…