170 citations · 210 across the 11 of their papers we have counts for
3 papers · 1 filter
Instance-Level Task Parameters: A Robust Multi-task Weighting Framework
Pavan Kumar Anasosalu Vasu, Shreyas Saxena, Oncel Tuzel
Recent works have shown that deep neural networks benefit from multi-task learning by learning a shared representation across several related tasks. However, performance of such sy…
Learning Unsupervised Visual Grounding Through Semantic Self-Supervision
Syed Ashar Javed, Shreyas Saxena, Vineet Gandhi
Localizing natural language phrases in images is a challenging problem that requires joint understanding of both the textual and visual modalities. In the unsupervised setting, lac…
Convolutional Neural Fabrics
Shreyas Saxena, Jakob Verbeek
Despite the success of CNNs, selecting the optimal architecture for a given task remains an open problem. Instead of aiming to select a single optimal architecture, we propose a "f…