Human Action Anticipation: A Survey

B Lai, S Toyer, T Nagarajan, R Girdhar, S Zha… - arxiv preprint arxiv …, 2024 - arxiv.org
Predicting future human behavior is an increasingly popular topic in computer vision, driven
by the interest in applications such as autonomous vehicles, digital assistants and human …

LAGUNA: LAnguage Guided UNsupervised Adaptation with structured spaces

A Diko, A Furnari, L Cinque, GM Farinella - arxiv preprint arxiv …, 2024 - arxiv.org
Unsupervised domain adaptation remains a critical challenge in enabling the knowledge
transfer of models across unseen domains. Existing methods struggle to balance the need …

About Time: Advances, Challenges, and Outlooks of Action Understanding

A Stergiou, R Poppe - arxiv preprint arxiv:2411.15106, 2024 - arxiv.org
We have witnessed impressive advances in video action understanding. Increased dataset
sizes, variability, and computation availability have enabled leaps in performance and task …