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07/31/2023
Predicting masked tokens in stochastic locations improves masked image modeling
Self-supervised learning is a promising paradigm in deep learning that e...
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04/24/2023
A Cookbook of Self-Supervised Learning
Self-supervised learning, dubbed the dark matter of intelligence, is a p...
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09/01/2022
Visual Prompting via Image Inpainting
How does one adapt a pre-trained visual model to novel downstream tasks ...
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06/15/2022
Structured Video Tokens @ Ego4D PNR Temporal Localization Challenge 2022
This technical report describes the SViT approach for the Ego4D Point of...
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06/13/2022
Bringing Image Scene Structure to Video via Frame-Clip Consistency of Object Tokens
Recent action recognition models have achieved impressive results by int...
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10/13/2021
Object-Region Video Transformers
Evidence from cognitive psychology suggests that understanding spatio-te...
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06/08/2021
DETReg: Unsupervised Pretraining with Region Priors for Object Detection
Unsupervised pretraining has recently proven beneficial for computer vis...
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10/08/2020
3D Convolutional Sequence to Sequence Model for Vertebral Compression Fractures Identification in CT
An osteoporosis-related fracture occurs every three seconds worldwide, a...
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06/27/2020
Compositional Video Synthesis with Action Graphs
Videos of actions are complex spatio-temporal signals, containing rich c...
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12/16/2019
Learning Canonical Representations for Scene Graph to Image Generation
Generating realistic images of complex visual scenes becomes very challe...
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06/29/2019
Improved ICH classification using task-dependent learning
Head CT is one of the most commonly performed imaging studied in the Eme...
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06/10/2019
Learning Individual Styles of Conversational Gesture
Human speech is often accompanied by hand and arm gestures. Given audio ...
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05/28/2019
PHT-bot: Deep-Learning based system for automatic risk stratification of COPD patients based upon signs of Pulmonary Hypertension
Chronic Obstructive Pulmonary Disease (COPD) is a leading cause of morbi...
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06/06/2017
Compression Fractures Detection on CT
The presence of a vertebral compression fracture is highly indicative of...
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06/05/2017