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OAMatcher: An Overlapping Areas-based Network for Accurate Local Feature Matc...
Local feature matching is an essential component in many visual applications. In this work, we propose OAMatcher, a detector-free method that imitates humans behavior to realize... -
CIFAR10/100, ImageNet, and CUB-200
The dataset used in this paper is CIFAR10/100, ImageNet, and CUB-200. -
PointDreamer: Zero-shot 3D Textured Mesh Reconstruction from Colored Point Cl...
Reconstructing textured meshes from colored point clouds is an important but challenging task in 3D graphics and vision. Most existing methods predict colors as implicit... -
ILSVRC2012
The dataset used in the paper is not explicitly described, but it is mentioned that the authors used a subset of the validation dataset used for the ImageNet Large Scale Visual... -
MNIST and CIFAR10
The MNIST and CIFAR10 datasets are used to evaluate the proposed Adversarial Training with Transferable Adversarial Examples (ATTA) method. -
Mask R-CNN
The dataset used in this paper for training and testing the KAISA optimizer framework. -
Custom Dataset
The authors created a custom dataset for their experiment, consisting of 33,000 images of 320 possible object-image combinations, with 10 possible shapes, 8 possible colors, 2... -
The Theoretical Expressiveness of Maxpooling
The dataset used in this paper is not explicitly described, but it is mentioned that the authors examined the trend away from max pooling in newer architectures. -
CIFAR-10, CIFAR-100, Stanford background dataset, VOC2012 dataset, Rotten Tom...
The dataset used in the paper is not explicitly described. However, it is mentioned that the authors used CIFAR-10 and CIFAR-100 datasets for image classification, and Stanford... -
PASCAL VOC 2007
Multi-label image recognition is a practical and challenging task compared to single-label image classification. -
TCC Benchmark
Temporal Colour Constancy (TCC) dataset, a benchmark for temporal color constancy -
ChestX-ray14
Chest X-rays are widely used to diagnose thoracic diseases, but the lack of detailed information about these abnormalities makes it challenging to develop accurate automated... -
3D Warehouse
A 3D warehouse dataset used to create the dataset mentioned in the paper. -
The Robustness Limits of SoTA Vision Models to Natural Variation
A dataset of more than 7 million images with controlled changes in pose, position, background, lighting color, and size. -
EquiMod: An Equivariance Module to Improve Visual Instance Discrimination
Recent self-supervised visual representation methods are closing the gap with supervised learning performance. Most of these successful methods rely on maximizing the similarity...