6 citations · 12 across the 5 of their papers we have counts for
5 papers
Autoregressive Modeling of Film with Applications in Video Montage
Marcelo Sandoval-Castañeda, Fabian Caba Heilbron, Shiry Ginosar +4
This work introduces FilmGPT, an autoregressive transformer designed to address the challenge of video montage--turning a collection of raw, "unwatchable" footage into coherent cin…
Cross-Modal Taxonomic Generalization in (Vision-) Language Models
Tianyang Xu, Marcelo Sandoval-Castaneda, Karen Livescu +2
What is the interplay between semantic representations learned by language models (LM) from surface form alone to those learned from more grounded evidence? We study this question…
EditDuet: A Multi-Agent System for Video Non-Linear Editing
Marcelo Sandoval-Castaneda, Bryan Russell, Josef Sivic +2
Automated tools for video editing and assembly have applications ranging from filmmaking and advertisement to content creation for social media. Previous video editing work has mai…
Self-Supervised Video Transformers for Isolated Sign Language Recognition
Marcelo Sandoval-Castaneda, Yanhong Li, Diane Brentari +2
This paper presents an in-depth analysis of various self-supervision methods for isolated sign language recognition (ISLR). We consider four recently introduced transformer-based a…
Narratives and Needs: Analyzing Experiences of Cyclone Amphan Using Twitter Discourse
Ancil Crayton, João Fonseca, Kanav Mehra +4
People often turn to social media to comment upon and share information about major global events. Accordingly, social media is receiving increasing attention as a rich data source…