WebDec 17, 2024 · Grounded Video Description. Video description is one of the most challenging problems in vision and language understanding due to the large variability both on the video and language side. Models, hence, typically shortcut the difficulty in recognition and generate plausible sentences that are based on priors but are not … WebRecently, Video Situation Recognition (VidSitu) is framed as a task for structured prediction of multiple events, their relationships, and actions and various verb-role pairs attached to descriptive entities. This task poses several challenges in identifying, disambiguating, and co-referencing entities across multiple verb-role pairs, but also ...

Rethinking the Two-Stage Framework for Grounded Situation Recognition

WebMar 26, 2024 · We introduce Grounded Situation Recognition (GSR), a task that requires producing structured semantic summaries of images describing: the primary activity, … WebMar 26, 2024 · We introduce Grounded Situation Recognition (GSR), a task that requires producing structured semantic summaries of images describing: the primary activity, entities engaged in the activity with their … kiddy secret

Rethinking the Two-Stage Framework for Grounded Situation …

WebJan 25, 2024 · To address this challenge, we present a new encoder-decoder architecture based on vision transformers to enhance both machine-printed and handwritten document images, in an end-to-end fashion. The encoder operates directly on the pixel patches with their positional information without the use of any convolutional layers, while the decoder ... WebMar 26, 2024 · 26 March 2024. Computer Science. We introduce Grounded Situation Recognition (GSR), a task that requires producing structured semantic summaries of … WebGrounded Situation Recognition. We introduce Grounded Situation Recognition (GSR), a task that requires producing structured semantic summaries of images describing: the … kiddys school adoni