From the 1 of 140 linked papers with an AI index.
3.7k citations · 25.2k across the 137 of their papers we have counts for
4 papers · 1 filter
Inspirational Adversarial Image Generation
Baptiste Rozière, Morgane Riviere, Olivier Teytaud +3
The task of image generation started to receive some attention from artists and designers to inspire them in new creations. However, exploiting the results of deep generative model…
Unsupervised Image Matching and Object Discovery as Optimization
Huy V. Vo, Francis Bach, Minsu Cho +4
The paper reformulates unsupervised object category discovery and image matching as a formal optimization problem and demonstrates its effectiveness on benchmark datasets.
Learning about an exponential amount of conditional distributions
Mohamed Ishmael Belghazi, Maxime Oquab, Yann LeCun +1
We introduce the Neural Conditioner (NC), a self-supervised machine able to learn about all the conditional distributions of a random vector . The NC is a function $NC(x \cdot a…
Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic
Mikael Henaff, Alfredo Canziani, Yann LeCun
Learning a policy using only observational data is challenging because the distribution of states it induces at execution time may differ from the distribution observed during trai…