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10/24/2022
Iterative Patch Selection for High-Resolution Image Recognition
High-resolution images are prevalent in various applications, such as au...
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04/07/2021
Differentiable Patch Selection for Image Recognition
Neural Networks require large amounts of memory and compute to process h...
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10/06/2020
Representation learning from videos in-the-wild: An object-centric approach
We propose a method to learn image representations from uncurated videos...
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12/05/2019
Self-Supervised Learning of Video-Induced Visual Invariances
We propose a general framework for self-supervised learning of transfera...
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07/15/2018
Cross Pixel Optical Flow Similarity for Self-Supervised Learning
We propose a novel method for learning convolutional neural image repres...
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12/07/2015
Visualizing Deep Convolutional Neural Networks Using Natural Pre-Images
Image representations, from SIFT and bag of visual words to Convolutiona...
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11/26/2014
