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04/18/2023
Hyperbolic Image-Text Representations
Visual and linguistic concepts naturally organize themselves in a hierar...
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02/23/2023
Learning Visual Representations via Language-Guided Sampling
Although an object may appear in numerous contexts, we often describe it...
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11/22/2021
RedCaps: web-curated image-text data created by the people, for the people
Large datasets of paired images and text have become increasingly popula...
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12/08/2020
CASTing Your Model: Learning to Localize Improves Self-Supervised Representations
Recent advances in self-supervised learning (SSL) have largely closed th...
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06/11/2020
VirTex: Learning Visual Representations from Textual Annotations
The de-facto approach to many vision tasks is to start from pretrained v...
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05/24/2019
Continual Reinforcement Learning in 3D Non-stationary Environments
High-dimensional always-changing environments constitute a hard challeng...
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02/21/2019
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering
We propose a new class of probabilistic neural-symbolic models, that hav...
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12/20/2018