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Can't make an Omelette without Breaking some Eggs: Plausible Action Anticipation using Large Video-Language Models
We introduce PlausiVL a large video-language model for anticipating action sequences that
are plausible in the real-world. While significant efforts have been made towards anticipating …
are plausible in the real-world. While significant efforts have been made towards anticipating …
Anticipating Object State Changes
In this work, we introduce (a) the new problem of anticipating object state changes in images
and videos during procedural activities,(b) new curated annotation data for object state …
and videos during procedural activities,(b) new curated annotation data for object state …
Human Action Anticipation: A Survey
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 …
by the interest in applications such as autonomous vehicles, digital assistants and human …
MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Anticipation
Our work addresses the problem of stochastic long-term dense anticipation. The goal of this
task is to predict actions and their durations several minutes into the future based on …
task is to predict actions and their durations several minutes into the future based on …
About Time: Advances, Challenges, and Outlooks of Action Understanding
We have witnessed impressive advances in video action understanding. Increased dataset
sizes, variability, and computation availability have enabled leaps in performance and task …
sizes, variability, and computation availability have enabled leaps in performance and task …
: UNCERTAINTY GUIDED MULTIMODAL LARGE LANGUAGE MODEL MERGING
Multimodal Large Language Models (MLLMs) have gained increasing popularity as a
promising framework for leveraging the strong language reasoning capabilities in the vision …
promising framework for leveraging the strong language reasoning capabilities in the vision …