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04/14/2023
DINOv2: Learning Robust Visual Features without Supervision
The recent breakthroughs in natural language processing for model pretra...
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06/30/2022
Code Translation with Compiler Representations
In this paper, we leverage low-level compiler intermediate representatio...
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09/01/2021
Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction
Traditional approaches for learning 3D object categories have been predo...
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08/31/2021
DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third Dimension
We tackle the problem of monocular 3D reconstruction of articulated obje...
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06/17/2021
Discovering Relationships between Object Categories via Universal Canonical Maps
We tackle the problem of learning the geometry of multiple categories of...
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06/17/2021
NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One Go
We present NeuroMorph, a new neural network architecture that takes as i...
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03/30/2021
Unsupervised Learning of 3D Object Categories from Videos in the Wild
Our goal is to learn a deep network that, given a small number of images...
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12/01/2020
Low Bandwidth Video-Chat Compression using Deep Generative Models
To unlock video chat for hundreds of millions of people hindered by poor...
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11/24/2020