306 citations · 406 across the 10 of their papers we have counts for
3 papers · 1 filter
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA
Kenneth Marino, Xinlei Chen, Devi Parikh +2
One of the most challenging question types in VQA is when answering the question requires outside knowledge not present in the image. In this work we study open-domain knowledge, t…
Overcoming Statistical Shortcuts for Open-ended Visual Counting
Corentin Dancette, Remi Cadene, Xinlei Chen +1
Machine learning models tend to over-rely on statistical shortcuts. These spurious correlations between parts of the input and the output labels does not hold in real-world setting…
ImVoteNet: Boosting 3D Object Detection in Point Clouds with Image Votes
Charles R. Qi, Xinlei Chen, Or Litany +1
3D object detection has seen quick progress thanks to advances in deep learning on point clouds. A few recent works have even shown state-of-the-art performance with just point clo…