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Mahmoud Assran

An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels

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Jun 13, 2024
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Modeling Caption Diversity in Contrastive Vision-Language Pretraining

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Apr 30, 2024
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Learning and Leveraging World Models in Visual Representation Learning

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Mar 01, 2024
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Predicting masked tokens in stochastic locations improves masked image modeling

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Jul 31, 2023
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DINOv2: Learning Robust Visual Features without Supervision

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Apr 14, 2023
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Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture

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Jan 19, 2023
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The Hidden Uniform Cluster Prior in Self-Supervised Learning

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Oct 13, 2022
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Masked Siamese Networks for Label-Efficient Learning

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Apr 14, 2022
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Memory Augmented Optimizers for Deep Learning

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Jun 20, 2021
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Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples

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Apr 28, 2021
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