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08/25/2023
A Game of Bundle Adjustment – Learning Efficient Convergence
Bundle adjustment is the common way to solve localization and mapping. I...
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08/14/2023
PatchContrast: Self-Supervised Pre-training for 3D Object Detection
Accurately detecting objects in the environment is a key challenge for a...
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05/28/2023
k-NNN: Nearest Neighbors of Neighbors for Anomaly Detection
Anomaly detection aims at identifying images that deviate significantly ...
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03/21/2023
LIMITR: Leveraging Local Information for Medical Image-Text Representation
Medical imaging analysis plays a critical role in the diagnosis and trea...
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11/27/2022
CLID: Controlled-Length Image Descriptions with Limited Data
Controllable image captioning models generate human-like image descripti...
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11/17/2022
ArcAid: Analysis of Archaeological Artifacts using Drawings
Archaeology is an intriguing domain for computer vision. It suffers not ...
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08/18/2022
GraVoS: Gradient based Voxel Selection for 3D Detection
3D object detection within large 3D scenes is challenging not only due t...
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02/15/2022
Random Walks for Adversarial Meshes
A polygonal mesh is the most-commonly used representation of surfaces in...
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12/02/2021
CloudWalker: 3D Point Cloud Learning by Random Walks for Shape Analysis
Point clouds are gaining prominence as a method for representing 3D shap...
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04/23/2021
AttWalk: Attentive Cross-Walks for Deep Mesh Analysis
Mesh representation by random walks has been shown to benefit deep learn...
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04/20/2021
Visual Navigation with Spatial Attention
This work focuses on object goal visual navigation, aiming at finding th...
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06/09/2020
MeshWalker: Deep Mesh Understanding by Random Walks
Most attempts to represent 3D shapes for deep learning have focused on v...
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05/18/2020
A Statistical Story of Visual Illusions
This paper explores the wholly empirical paradigm of visual illusions, w...
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11/24/2019
Breaking the cycle – Colleagues are all you need
This paper proposes a novel approach to performing image-to-image transl...
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01/31/2019
Is Image Memorability Prediction Solved?
This paper deals with the prediction of the memorability of a given imag...
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12/26/2018
Solving Archaeological Puzzles
Puzzle solving is a difficult problem in its own right, even when the pi...
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07/03/2018