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01/02/2023
STEPs: Self-Supervised Key Step Extraction from Unlabeled Procedural Videos
We address the problem of extracting key steps from unlabeled procedural...
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12/11/2022
DiffAlign : Few-shot learning using diffusion based synthesis and alignment
We address the problem of few-shot classification where the goal is to l...
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01/28/2022
Unfolding a blurred image
We present a solution for the goal of extracting a video from a single m...
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12/21/2021
Max-Margin Contrastive Learning
Standard contrastive learning approaches usually require a large number ...
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12/01/2021
Object-Aware Cropping for Self-Supervised Learning
A core component of the recent success of self-supervised learning is cr...
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11/03/2020
Learning Visual Representations for Transfer Learning by Suppressing Texture
Recent literature has shown that features obtained from supervised train...
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10/16/2020
Pose And Joint-Aware Action Recognition
Most human action recognition systems typically consider static appearan...
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04/09/2018