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07/11/2023
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives
Given a set of calibrated images of a scene, we present an approach that...
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03/06/2023
MACARONS: Mapping And Coverage Anticipation with RGB Online Self-Supervision
We introduce a method that simultaneously learns to explore new large en...
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02/03/2023
The Learnable Typewriter: A Generative Approach to Text Line Analysis
We present a generative document-specific approach to character analysis...
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12/20/2022
Towards Unsupervised Visual Reasoning: Do Off-The-Shelf Features Know How to Reason?
Recent advances in visual representation learning allowed to build an ab...
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04/21/2022
Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency
Approaches for single-view reconstruction typically rely on viewpoint an...
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09/03/2021
Representing Shape Collections with Alignment-Aware Linear Models
In this paper, we revisit the classical representation of 3D point cloud...
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04/29/2021
Unsupervised Layered Image Decomposition into Object Prototypes
We present an unsupervised learning framework for decomposing images int...
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12/15/2020
docExtractor: An off-the-shelf historical document element extraction
We present docExtractor, a generic approach for extracting visual elemen...
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06/19/2020