41 citations · 44 across the 5 of their papers we have counts for
8 papers · 1 filter
Encyclopedic VQA: Visual questions about detailed properties of fine-grained categories
Thomas Mensink, Jasper Uijlings, Lluis Castrejon +6
We propose Encyclopedic-VQA, a large scale visual question answering (VQA) dataset featuring visual questions about detailed properties of fine-grained categories and instances. It…
Cascaded Video Generation for Videos In-the-Wild
Lluis Castrejon, Nicolas Ballas, Aaron Courville
Videos can be created by first outlining a global view of the scene and then adding local details. Inspired by this idea we propose a cascaded model for video generation which foll…
Hierarchical Video Generation for Complex Data
Lluis Castrejon, Nicolas Ballas, Aaron Courville
Videos can often be created by first outlining a global description of the scene and then adding local details. Inspired by this we propose a hierarchical model for video generatio…
Improved Conditional VRNNs for Video Prediction
Lluis Castrejon, Nicolas Ballas, Aaron Courville
Predicting future frames for a video sequence is a challenging generative modeling task. Promising approaches include probabilistic latent variable models such as the Variational A…
MovieGraphs: Towards Understanding Human-Centric Situations from Videos
Paul Vicol, Makarand Tapaswi, Lluis Castrejon +1
There is growing interest in artificial intelligence to build socially intelligent robots. This requires machines to have the ability to "read" people's emotions, motivations, and…
Annotating Object Instances with a Polygon-RNN
Lluis Castrejon, Kaustav Kundu, Raquel Urtasun +1
We propose an approach for semi-automatic annotation of object instances. While most current methods treat object segmentation as a pixel-labeling problem, we here cast it as a pol…
Cross-Modal Scene Networks
Yusuf Aytar, Lluis Castrejon, Carl Vondrick +2
People can recognize scenes across many different modalities beyond natural images. In this paper, we investigate how to learn cross-modal scene representations that transfer acros…
Learning Aligned Cross-Modal Representations from Weakly Aligned Data
Lluis Castrejon, Yusuf Aytar, Carl Vondrick +2
People can recognize scenes across many different modalities beyond natural images. In this paper, we investigate how to learn cross-modal scene representations that transfer acros…