research
∙
08/11/2023
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity
The unprecedented photorealistic results achieved by recent text-to-imag...
share
research
∙
06/13/2023
GeneCIS: A Benchmark for General Conditional Image Similarity
We argue that there are many notions of 'similarity' and that models, li...
research
∙
11/20/2022
Joint Embedding Predictive Architectures Focus on Slow Features
Many common methods for learning a world model for pixel-based environme...
research
∙
08/25/2022
Light-weight probing of unsupervised representations for Reinforcement Learning
Unsupervised visual representation learning offers the opportunity to le...
research
∙
04/14/2022
Separating the World and Ego Models for Self-Driving
Training self-driving systems to be robust to the long-tail of driving s...
research
∙
04/26/2021
MDETR – Modulated Detection for End-to-End Multi-Modal Understanding
Multi-modal reasoning systems rely on a pre-trained object detector to e...
research
∙
05/26/2020
End-to-End Object Detection with Transformers
We present a new method that views object detection as a direct set pred...
research
∙
10/19/2019
A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning
Effective coordination is crucial to solve multi-agent collaborative (MA...
research
∙
11/30/2018
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger
We formulate the problem of defogging as state estimation and future sta...
research
∙
06/02/2016