2 citations · 4 across the 3 of their papers we have counts for
3 papers
OC-NMN: Object-centric Compositional Neural Module Network for Generative Visual Analogical Reasoning
Rim Assouel, Pau Rodriguez, Perouz Taslakian +2
A key aspect of human intelligence is the ability to imagine -- composing learned concepts in novel ways -- to make sense of new scenarios. Such capacity is not yet attained for ma…
Group Robust Classification Without Any Group Information
Christos Tsirigotis, Joao Monteiro, Pau Rodriguez +2
Empirical risk minimization (ERM) is sensitive to spurious correlations in the training data, which poses a significant risk when deploying systems trained under this paradigm in h…
Improving Generalization in Task-oriented Dialogues with Workflows and Action Plans
Stefania Raimondo, Christopher Pal, Xiaotian Liu +2
Task-oriented dialogue is difficult in part because it involves understanding user intent, collecting information from the user, executing API calls, and generating helpful and flu…